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    <title>Perspectives - Hardware</title>
    <link>http://perspectives.mvdirona.com/</link>
    <description>James Hamilton's Blog</description>
    <language>en-us</language>
    <copyright>James Hamilton</copyright>
    <lastBuildDate>Mon, 04 Feb 2013 19:16:06 GMT</lastBuildDate>
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      <dc:creator>James Hamilton</dc:creator>
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      <slash:comments>18</slash:comments>
      <title>The Power Failure Seen Around the World</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,ce079e9f-3ade-45e5-a33c-48e40b9381fb.aspx</guid>
      <link>http://perspectives.mvdirona.com/2013/02/04/ThePowerFailureSeenAroundTheWorld.aspx</link>
      <pubDate>Mon, 04 Feb 2013 19:16:06 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;In the data center world, there are few events
taken more seriously than power failure and considerable effort is spent to make them
rare. When a datacenter experiences a power failure, it’s a really big deal for all
involved. But, a big deal in the infrastructure world still really isn’t a big deal
on the world stage. The &lt;/font&gt;&lt;a href="http://www.nfl.com/superbowl/47"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Super
Bowl&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; absolutely is a big deal by
any measure. On average over the last couple of years, the Super Bowl has attracted
111 million viewers and is the number 1 most watched television show in North America
eclipsing the &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Goodbye,_Farewell,_and_Amen"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;final
episode of Mash&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;World-wide,
the Super Bowl is only behind the European Cup (&lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/UEFA_Champions_League"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;UEFA
Champions Leaque&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt;)
which draws 178 million viewers. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;When the 2013 Super Bowl power
event occurred, the Baltimore Ravens had just run back the second half opening kick
for a touchdown and they were dominating the game with a 28 to 6 point lead. The 49ers
had already played half the game and failed to get a single touchdown. The Ravens
were absolutely dominating and they started the second half by tying the record for
the longest kickoff return in NFL history at 108 yards. The game momentum was strongly
with Baltimore.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;At 13:22 in the third quarter,
just 98 seconds into the second half, ½ of the Superdome lost primary power. Fortunately
it wasn’t during the runback that started the second half. &lt;span style="mso-spacerun: yes"&gt;&amp;nbsp;&lt;/span&gt;The
power failure let to a 34 min delay to restore full lighting the field and, when the
game restarted, the 49ers were on fire. The game was fundamentally changed by the
outage with the 49ers rallying back to a narrow defeat of only 3 points. The game
ended 34 to 31 and it really did come down to the wire where either team could have
won. There is no question the game was exciting and some will argue the power failure
actually made the game more exciting. But, NFL championships should be decided on
the field and not impacted by the electrical system used by the host stadium. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;What happened at 13:22 in the
third quarter when much of the field lighting failed?&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&lt;a href="http://www.entergy.com/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Entergy&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;,
the utility supply power to the Superdome reported their “distribution and transmission
feeders that serve the Superdome were never interrupted” (&lt;/font&gt;&lt;a href="http://www.nytimes.com/2013/02/04/sports/football/power-outage-in-superdome-delays-super-bowl.html"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Before
Game Is Decided, Superdome Goes Dark&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;).
It was a problem at the facility. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The joint report from SMG the
company that manages the Superdome and Entergy, the utility power provider, said:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;i style="mso-bidi-font-style: normal"&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;A
piece of equipment that is designed to monitor electrical load sensed an abnormality
in the system. Once the issue was detected, the sensing equipment operated as designed
and opened a breaker, causing power to be partially cut to the Superdome in order
to isolate the issue. Backup generators kicked in immediately as designed.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&lt;/i&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;i style="mso-bidi-font-style: normal"&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/i&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;i style="mso-bidi-font-style: normal"&gt;Entergy
and SMG subsequently coordinated start-up procedures, ensuring that full power was
safely restored to the Superdome. The fault-sensing equipment activated where the
Superdome equipment intersects with Entergy’s feed into the facility. There were no
additional issues detected. Entergy and SMG will continue to investigate the root
cause of the abnormality.&lt;/i&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Essentially, the utility circuit
breaker detected an “anomaly” and opened the breaker. Modern switchgear have many
sensors monitored by firmware running on a programmable logic controller. The advantage
of these software systems is they are incredibly flexible and can be configured uniquely
for each installation. The disadvantage of software systems is the wide variety of
configurations they can support can be complex and the default configurations are
used perhaps more often than they should. The default configurations in a country
where legal settlements can be substantial tend towards the conservative side. We
don’t know if that was a factor in this event but we do know that no fault was found
and the power was stable for the remainder of the game. This was almost certainly
a false trigger.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Because the cause has not yet
been reported and, quite often, the underlying root cause is never found. But, it’s
worth asking, is it possible to avoid long game outages and what would it cost?&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;As
when looking at any system faults, the tools we have to mitigate the impact are: 1)
avoid the fault entirely, 2) protect against the fault with redundancy, 3) minimize
the impact of the fault through small fault zones, and 4) minimize the impact through
fast recovery.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;Fault
avoidance:&lt;/span&gt;&lt;/b&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt; &lt;/span&gt;&lt;font size=3&gt;Avoidance
starts with using good quality equipment, configuring it properly, maintaining it
well, and testing it frequently. Given the Superdome just went through &lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&lt;a href="http://theenergycollective.com/sbattaglia/180236/superdome-scores-touchdown-energy-efficiency"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;$336
million renovation&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;,
the switch gear may have been relatively new and, even if it wasn’t, it likely was
almost certainly recently maintained and inspected. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Where issues often arise are in
configuration. Modern switch gear have an amazingly large number of parameters many
of which interact with each other and, in total, can be difficult to fully understand.
And, given the switch gear manufactures know little about the intended end-use application
of each switchgear sold, they ship conservative default settings. Generally, the risk
and potential negative impact of a false positive (breaker opens when it shouldn’t)
is far less than a breaker that fails to open. Consequently conservative settings
are common. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Another common cause of problems
is lack of testing. The best way to verify that equipment works is to test at full
production load in a full production environment in a non-mission critical setting.
Then test it just short of overload to ensure that it can still reliably support the
full load even though the production design will never run it that close to the limit,
and finally, test it into overload to ensure that the equipment opens up on real faults. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The first, testing in full production
environment in non-mission critical setting is always done prior to a&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;major
event. But the latter two tests are much less common: 1) testing at rated load, and
2) testing beyond rated load.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;Both require
synthetic load banks and skill electricians and so these tests are often not done.
You really can’t beat testing in a non-mission critical setting as a means of ensuring
that things work well in a mission critical setting (game time).&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;Redundancy:&lt;/span&gt;&lt;/b&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt; &lt;/span&gt;&lt;font size=3&gt;If
we can’t avoid a fault entirely, the next best thing is to have redundancy to mask
the fault. Faults will happen. The electrical fault at the &lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&lt;a href="http://www.cbsnews.com/8301-400_162-57345365/power-outages-plague-monday-night-football/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Monday
Night Football game back in December of 2011&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; was
caused by utility sub-station failing. These faults are unavoidable and will happen
occasionally. But is protection against utility failure possible and affordable? Sure,
absolutely. Let’s use the Superdome fault yesterday as an example.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;The &lt;/font&gt;&lt;a href="http://theenergycollective.com/sbattaglia/180236/superdome-scores-touchdown-energy-efficiency"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;entire
Superdome load is only 4.6MW&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;. This
load would be easy to support on two 2.5 to 3.0MW utility feeds each protected by
its own generator. &lt;/font&gt;&lt;a href="http://www.cat.com/power-generation"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Generators
in the 2.5 to 3.0 MW range are substantial V16 diesel engines&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; the
size of a mid-sized bus. And they are expensive running just under $1M each but they
are also available in mobile form and inexpensive to rent. The rental option is a
no-brainer but let’s ignore that and look at what it would cost to protect the Superdome
year around with a permanent installation. We would need 2 generators, the switchgear
to connect it to the load and uninterruptable power supplies to hold the load during
the first few seconds of a power failure until the generators start up and are able
to pick up the load. To be super safe, we’ll buy third generator just in case there
is a problem and one of the two generators don’t start. The generators are under $1m
each and the overall cost of the entire redundant power configuration with the extra
generator could be had for under $10m.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;Looking
at statistics from the 2012 event, a 30 second commercial costs just over $4m.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;For the price of just over 60
seconds of commercials the facility could protected against fault. And, using rental
generators, less than 30 seconds of commercials would provide the needed redundancy
to avoid impact from any utility failure. Given how common utility failures are and
the negative impact of power disruptions at a professional sporting event, this looks
like good value to me. Most sports facilities chose to avoid this “unnecessary” expense
and I suspect the Superdome doesn’t have full redundancy for all of its field lighting.
But even if it did, this failure mode can sometimes cause the generators to be locked
out and not pick up the load during a some power events. In this failure mode, when
a utility breaker incorrectly senses a ground fault within the facility, it is frequently
configured to not put the generator at risk by switching it into a potential ground
fault. My take is I would rather run the risk of damaging the generator and avoid
the outage so I’m not a big fan of this “safety” configuration but it is a common
choice.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;Minimize
Fault Zones:&lt;/span&gt;&lt;/b&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt; &lt;/span&gt;&lt;font size=3&gt;The
reason why only ½ the power to the Superdome went down was because the system installed
at the facility has two fault containment zones. In this design, a single switchgear
event can only take down ½ of the facility. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Clearly the first choice is to
avoid the fault entirely. And, if that doesn’t work, have redundancy take over and
completely mask the fault. But, in the rare cases where none of these mitigations
work, the next defense are small fault containment zones. Rather than using 2 zones,
spend more on utility breakers and have 4 or 6 and, rather than losing ½ the facility,
lose ¼ or 1/6.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;And, if the lighting power
is checker boarded over the facility lights, (lights in a contiguous region are not
all powered by the same utility feed but the feeds are distributed over the lights
evenly), rather than losing ¼ or 1/6 of the lights in one area of the stadium, we
would lose that fraction of the lights evenly over the entire facility. Under these
conditions, it might be possible to operate with slightly degraded field lighting
and be able to continue the game without waiting for light recovery.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;Fast
Recovery: &lt;/span&gt;&lt;/b&gt;&lt;font size=3&gt;Before we get to this fourth option, fast recovery,
we have tried hard to avoid failure, then we have used power redundancy to mask the
failure, then we have used small fault zones to minimize the impact. The next best
thing we can do is to recover quickly. Fast recovery depends broadly on two things:
1) if possible automate recovery so it can happen in seconds rather than the rate
at which humans can act, 2) if humans are needed, ensure they have access to adequate
monitoring and event recording gear so they can see what happened quickly and they
have trained extensively and are able to act quickly. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;In this particular event, the recovery was
not automated. Skilled electrical technicians were required. They spent nearly 15
minute checking system states before deciding it was safe to restore power. Generally,
15 min on a human judgment driven recover decision isn’t bad. But the overall outage
was 34 min. If the power was restored in 15 min, what happened during the next 20?&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;The &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Gas-discharge_lamp"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;gas
discharge lighting&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; still
favored at large sporting venues, take roughly 15 minutes to restart after a momentary
outage. Even a very short power interruption will still suffer the same long recovery
time. Newer light technologies are becoming available that are both more power efficient
and don’t suffer from these long warm-up periods.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;It doesn’t appear that the final
victor of Super Bowl XLVII was changed by the power failure but there is no question
the game was broadly impacted. If the light failure had happened during the kickoff
return starting the third quarter, the game may have been changed in a very fundamental
way. Better power distribution architectures are cheap by comparison. Given the value
of the game, the relative low cost of power redundancy equipment, I would argue it’s
time to start retrofitting major sporting venues with more redundant design and employing
more aggressive pre-game testing.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;span style="mso-tab-count: 4"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;--jrh&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;a name=_MailAutoSig&gt;&lt;span style="BACKGROUND: white; COLOR: black; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-no-proof: yes; mso-fareast-theme-font: minor-fareast; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font face=Calibri&gt;James
Hamilton&amp;nbsp;&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-no-proof: yes; mso-fareast-theme-font: minor-fareast; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;
&lt;br&gt;
&lt;font face=Calibri&gt;&lt;span style="BACKGROUND: white"&gt;e: jrh@mvdirona.com&amp;nbsp;&lt;/span&gt;
&lt;br&gt;
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&lt;o:p&gt;&lt;/o:p&gt;
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&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;img width="0" height="0" src="http://perspectives.mvdirona.com/aggbug.ashx?id=ce079e9f-3ade-45e5-a33c-48e40b9381fb" /&gt;
&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,ce079e9f-3ade-45e5-a33c-48e40b9381fb.aspx</comments>
      <category>Hardware</category>
      <category>Ramblings</category>
    </item>
    <item>
      <trackback:ping>http://perspectives.mvdirona.com/Trackback.aspx?guid=caeb6813-4b79-41d5-b498-f448af187d24</trackback:ping>
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      <pingback:target>http://perspectives.mvdirona.com/PermaLink,guid,caeb6813-4b79-41d5-b498-f448af187d24.aspx</pingback:target>
      <dc:creator>James Hamilton</dc:creator>
      <wfw:comment>http://perspectives.mvdirona.com/CommentView,guid,caeb6813-4b79-41d5-b498-f448af187d24.aspx</wfw:comment>
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      <slash:comments>12</slash:comments>
      <title>Microserver Market Heats up: Intel Atom S1200 (Centerton) Announcement</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,caeb6813-4b79-41d5-b498-f448af187d24.aspx</guid>
      <link>http://perspectives.mvdirona.com/2012/12/11/MicroserverMarketHeatsUpIntelAtomS1200CentertonAnnouncement.aspx</link>
      <pubDate>Tue, 11 Dec 2012 16:55:45 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Since 2008, I’ve been excited by, working
on, and writing about Microservers. In these early days, some of the workloads I worked
with were I/O bound and didn’t really need or use high single-thread performance.
Replacing the server class processors that supported these applications with high-volume,
low-cost client system CPUs yielded both better price/performance and power/performance.
Fortunately, at that time, there were good client processors available with &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/ECC_memory"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;ECC&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; enabled
(see &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/10/07/YouReallyDONeedECCMemory.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;You
Really DO Need ECC&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt;)
and most embedded system processors also supported ECC.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;I wrote up some of the advantages of these
early microserver deployments and showed performance results from a production deployment
in an internet-scale mail processing application in &lt;/font&gt;&lt;a href="http://mvdirona.com/jrh/talksandpapers/jameshamilton_cems.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Cooperative,
Expendable, Microslice, Servers: Low-Cost, Low-Power Servers for Internet-Scale Services&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Intel recognizes the value of low-power, low-cost
processors for less CPU demanding applications and announced this morning the newest
members of the &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Intel_Atom"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Atom
family&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;, the S1200 series.
These new processors support 2 cores and 4 threads and are available in variants of
up to 2Ghz while staying under 8.5 watts. The lowest power members of the family come
in at just over 6W. Intel has demonstrated an S1200 reference board running spec_web
at 7.9W including memory, SATA, Networking, BMC, and other on-board components.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Unlike past Atom processors, the S1200 series
supports full ECC memory. And all members of the family support &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/X86_virtualization"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;hardware
virtualization&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; (&lt;/font&gt;&lt;a href="http://software.intel.com/sites/default/files/m/0/2/1/b/b/1024-Virtualization.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Intel
VT-x2&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;), 64 bit addressing,
and up to 8GB of memory. These are real server parts.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Centerton (S1200 series) features:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/IntelAtomS1200Specifications.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;One of my favorite &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Original_design_manufacturer"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Original
Design Manufacturers&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;, &lt;/font&gt;&lt;a href="http://www.quantaqct.com/en/01_product/02_detail.php?mid=27&amp;amp;sid=155&amp;amp;id=156&amp;amp;qs=94&amp;amp;utm_campaign=centerton_launch&amp;amp;utm_source=Amazon_blog&amp;amp;utm_medium=article"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Quanta
Computer&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;, has already produced
a shared infrastructure rack design that packs 48 Atom S1200 servers into a 3 &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Rack_unit"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;rack
unit&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; form factor (5.25”). 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;a href="http://www.quantaqct.com/en/01_product/02_detail.php?mid=27&amp;amp;sid=155&amp;amp;id=156&amp;amp;qs=94&amp;amp;utm_campaign=centerton_launch&amp;amp;utm_source=Amazon_blog&amp;amp;utm_medium=article"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Quanta
S900-X31A&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; front and
back view:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/24-sled_small.jpg"&gt;
&lt;/p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/Rear View.jpg"&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;span style="FONT-FAMILY: 'Calibri','sans-serif'; FONT-SIZE: 11pt; mso-fareast-font-family: Calibri; mso-bidi-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-latin; mso-bidi-theme-font: minor-bidi; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA"&gt;&lt;font color=#000000&gt;Quanta
S900-X31a server drawer:&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;span style="FONT-FAMILY: 'Calibri','sans-serif'; FONT-SIZE: 11pt; mso-fareast-font-family: Calibri; mso-bidi-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-latin; mso-bidi-theme-font: minor-bidi; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA"&gt;&lt;/span&gt;&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/Sled_small.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Quanta has done a nice job with
this shared infrastructure rack. Using this design, they can pack a booming 624 servers
into a standard 42 RU rack.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;I’m excited by the S1200 announcement because
it’s both a good price/performer and power/performer and shows that Intel is serious
about the microserver market. This new Atom gives customers access to microserver
pricing without having to change &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Instruction_set"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;instruction
set architectures&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;.
The combination of low-cost, low-power, and the familiar Intel ISA with its rich tool
chain and broad application availability is a compelling combination. It’s exciting
to see the microserver market heating up and I like Intel’s roadmap looking forward.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;span style="mso-tab-count: 3"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;--jrh&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;Related Microserver focused postings:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://mvdirona.com/jrh/talksandpapers/jameshamilton_cems.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Cooperative
Expendable Microslice Servers: Low-cost, Low-power Servers for Internet Scale Services&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/01/15/TheCaseForLowCostLowPowerServers.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;The
Case for Low-Cost, Low-Power Servers&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/01/25/LowPowerAmdahlBladesForDataIntensiveComputing.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Low
Power Amdahl Blades for Data Intensive Computing&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/01/23/MicrosliceServers.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Microslice
Servers&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/09/16/ARMCortexA9SMPDesignAnnounced.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;ARMCortext-A9
Design Announced&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/11/30/2010TheYearOfMicroSliceServers.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;2010
the Year of the Microslice Server&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2010/01/07/VeryLowPowerServersProgress.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Very
Low Power Server Progress&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2011/01/16/NVIDIAProjectDenverARMPoweredServers.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Nvidia
Project Denver: ARM Powered Servers&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2012/01/02/ARMV8Architecture.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;ARM
V8 Architecture&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2012/10/29/AMDAnnouncesServerTargetedARMPart.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;AMD
Announced Server-Targeted ARM Part&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://www.quantaqct.com/en/01_product/02_detail.php?mid=27&amp;amp;sid=155&amp;amp;id=156&amp;amp;qs=94&amp;amp;utm_campaign=centerton_launch&amp;amp;utm_source=Amazon_blog&amp;amp;utm_medium=article"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Quanta
S900-X31A&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;a name=_MailAutoSig&gt;&lt;span style="BACKGROUND: white; COLOR: black; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font face=Calibri&gt;James
Hamilton&amp;nbsp;&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;br&gt;
&lt;span style="BACKGROUND: white"&gt;&lt;font face=Calibri&gt;e: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="mailto:jrh@mvdirona.com"&gt;&lt;font color=#0000ff&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="BACKGROUND: white; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;jrh@mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="BACKGROUND: white; COLOR: black; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font face=Calibri&gt;&amp;nbsp;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;br&gt;
&lt;span style="BACKGROUND: white"&gt;&lt;font face=Calibri&gt;w:&amp;nbsp;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://www.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="BACKGROUND: white; COLOR: #000099; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;http://www.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="BACKGROUND: white; COLOR: black; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font face=Calibri&gt;&amp;nbsp;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;br&gt;
&lt;span style="BACKGROUND: white"&gt;&lt;font face=Calibri&gt;b:&amp;nbsp;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://blog.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="BACKGROUND: white; COLOR: #000099; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;http://blog.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="BACKGROUND: white; COLOR: black; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font face=Calibri&gt;&amp;nbsp;/&amp;nbsp;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/"&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="BACKGROUND: white; COLOR: #000099; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font face=Calibri&gt;http://perspectives.mvdirona.com&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&gt;
&lt;img width="0" height="0" src="http://perspectives.mvdirona.com/aggbug.ashx?id=caeb6813-4b79-41d5-b498-f448af187d24" /&gt;
&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,caeb6813-4b79-41d5-b498-f448af187d24.aspx</comments>
      <category>Hardware</category>
    </item>
    <item>
      <trackback:ping>http://perspectives.mvdirona.com/Trackback.aspx?guid=47f27843-7956-439d-9c93-caa3eb27e20b</trackback:ping>
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      <dc:creator>James Hamilton</dc:creator>
      <wfw:comment>http://perspectives.mvdirona.com/CommentView,guid,47f27843-7956-439d-9c93-caa3eb27e20b.aspx</wfw:comment>
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      <title>AMD Announces Server Targeted ARM Part</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,47f27843-7956-439d-9c93-caa3eb27e20b.aspx</guid>
      <link>http://perspectives.mvdirona.com/2012/10/29/AMDAnnouncesServerTargetedARMPart.aspx</link>
      <pubDate>Mon, 29 Oct 2012 21:33:22 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000 face=Calibri&gt;I
have been interested in, and writing about, microservers since 2007.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;Microservers
can be built using any instruction set architecture but I’m particularly interested
in &lt;/font&gt;&lt;/span&gt;&lt;a href="http://www.arm.com/"&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#0000ff face=Calibri&gt;ARM&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000 face=Calibri&gt; processors
and their application to server-side workloads. Today &lt;/font&gt;&lt;/span&gt;&lt;a href="http://www.amd.com/"&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#0000ff face=Calibri&gt;Advanced
Micro Devices&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt; announced
they are going to build an ARM CPU targeting the server market. This will be 4-core,
64 bit, more than 2Ghz part that is expected to sample in 2013 and ship in volume
in early 2014.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;
&lt;o:p&gt;
&lt;font color=#000000 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;AMD
is far from new to microserver market. In fact, much of my past work on microservers
has been AMD-powered. What’s different today is that AMD is applying their server
processor skills while, at the same time, leveraging the massive ARM processor ecosystem.
ARM processors power Apple iPhones, Samsung smartphones, tablets, disk drives, and
applications you didn’t even know had computers in them. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;
&lt;o:p&gt;
&lt;font color=#000000 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The
defining characteristic of server processor selection is to focus first and most on
raw CPU performance and accept the high cost and high-power consumption that follows
from that goal. The defining characteristic of Microservers is we leverage the high-volume
client and connected device ecosystem and make a CPU selection on the basis of price/performance
and power/performance with an emphasis on building balanced servers. The case for
microservers is anchored upon these 4 observations:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;
&lt;o:p&gt;
&lt;font color=#000000 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="TEXT-ALIGN: justify; TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; FONT-SIZE: 12pt; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol; mso-bidi-font-size: 11.0pt"&gt;&lt;span style="mso-list: Ignore"&gt;·&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;b&gt;&lt;span style="FONT-SIZE: 14pt; mso-bidi-font-size: 12.0pt"&gt;Volume
economics:&lt;/span&gt;&lt;/b&gt;&lt;span style="FONT-SIZE: 14pt; mso-bidi-font-size: 12.0pt"&gt; &lt;/span&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;Rather
than draw on the small-volume economics of the server market, with Microservers we
leverage the massive volume economics of the smart device world driven by cell phones,
tablets, and clients. To give some scale to this observation, IDC reports that there
were &lt;/span&gt;&lt;/font&gt;&lt;/font&gt;&lt;a href="http://esj.com/articles/2011/03/01/idc-reports-server-market.aspx"&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#0000ff face=Calibri&gt;7.6M
server units sold&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000 face=Calibri&gt; in
2010. ARM reports that there were &lt;/font&gt;&lt;/span&gt;&lt;a href="http://www.arm.com/annualreport10/overview/non-financial-kpis.html"&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#0000ff face=Calibri&gt;6.1B
Arm processors shipped last year&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000 face=Calibri&gt;.
The connected and embedded device market volumes are 1000x larger than that of the
server market and the performance gap is shrinking rapidly. Semiconductor analyst &lt;/font&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/semicast.net"&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#0000ff face=Calibri&gt;Semicast&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000 face=Calibri&gt; estimates
that by 2015 there will be &lt;/font&gt;&lt;/span&gt;&lt;a href="http://electronicsfeed.com/news/910"&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#0000ff face=Calibri&gt;2
ARM processors for every person in the world&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000 face=Calibri&gt;.
In 2010, ARM reported that, on average, there were &lt;/font&gt;&lt;/span&gt;&lt;a href="http://www.arm.com/annualreport10/overview/non-financial-kpis.html"&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#0000ff face=Calibri&gt;2.5
ARM-based processors in each Smartphone&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;.
The connected and embedded device market is 1000x that of that of the server world. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoListParagraph&gt;
&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;
&lt;o:p&gt;
&lt;font color=#000000 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Having
watched and participated in our industry for nearly 3 decades, one reality seems to
dominate all others: high-volume economics drives innovation and just about always
wins&lt;b style="mso-bidi-font-weight: normal"&gt;. &lt;/b&gt;As an example, IBM mainframes ran
just about every important server-side workload in the mid-80s. But, they were largely
swept aside by higher-volume RISC servers running UNIX.&amp;nbsp;At the time I loved RISC
systems – databases systems would just scream on them and they offered customers excellent
price/performance. But, the same trend played out again. The higher-volume X86 processors
from the client world swept the superior raw performing RISC systems aside. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;
&lt;o:p&gt;
&lt;font color=#000000 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Invariably
what we see happening about once a decade is a high-volume, lower-priced technology
takes over the low end of the market. When this happens many engineers correctly point
out that these systems can’t hold a candle to the previous generation server technology
and then incorrectly believe they won’t get replaced. The new generation is almost
never better in absolute terms but they are better price/performers so they first
are adopted for the less performance critical applications.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;Once
this happens, the die is cast and the outcome is just about assured. The high-volume
parts move up market and eventually take over even the most performance critical workloads
of the previous generation. We see this same scenario play out roughly once a decade.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;
&lt;o:p&gt;
&lt;font color=#000000 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; FONT-SIZE: 12pt; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol; mso-bidi-font-size: 11.0pt"&gt;&lt;span style="mso-list: Ignore"&gt;·&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;b&gt;&lt;span style="FONT-SIZE: 14pt; mso-bidi-font-size: 12.0pt"&gt;Not
CPU bound:&lt;/span&gt;&lt;/b&gt;&lt;span style="FONT-SIZE: 14pt; mso-bidi-font-size: 12.0pt"&gt; &lt;/span&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;Most
discussion in our industry centers on the more demanding server workloads like databases
but, in reality, many workloads are not pushing CPU limits and are instead storage,
networking, or memory bound.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;There are
two major classes of workloads that don’t need or can’t fully utilize more CPU:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l0 level2 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-SIZE: 12pt; mso-fareast-font-family: Calibri; mso-bidi-font-size: 11.0pt"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font face=Calibri&gt;1.&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font face=Calibri&gt;Some
workloads simply do not require the highest performing CPUs to achieve their SLAs.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;You
can pay more and buy a higher performing processor but it will achieve little for
these applications. Some workloads just don’t require more CPU performance to meet
their goals.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/span&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l0 level2 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-SIZE: 12pt; mso-fareast-font-family: Calibri; mso-bidi-font-size: 11.0pt"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font face=Calibri&gt;2.&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font face=Calibri&gt;This
second class of workloads is characterized by being blocked on networking, storage,
or memory. And by memory bound I don’t mean the memory is too small. In this case
it isn’t the size of the memory that is the problem, but the bandwidth.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;The
processor looks to be fully utilized from an operating system perspective but the
bulk of its cycles are waiting for memory. Disk and CPU bound systems are easy to
detect by looking for which is running close to 100% utilization while the CPU load
is way lower. Memory bound is more challenging to detect but its super common so worth
talking about it.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;Most server processors
are super-scalar, which is to say they can retire multiple instructions each cycle.
On many workloads, less than 1 instruction is retired each cycle (you can see this
by monitoring Instructions per cycle) because the processor is waiting for memory
transfers.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/span&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 1in" class=MsoListParagraph&gt;
&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;
&lt;o:p&gt;
&lt;font color=#000000 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;If
a workload is bound on network, storage, or memory, spending more on a faster CPU
will not deliver results. The same is true for non-demanding workloads. They too are
not bound on CPU so a faster part won’t help in this case either. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoListParagraph&gt;
&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;
&lt;o:p&gt;
&lt;font color=#000000 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; FONT-SIZE: 12pt; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol; mso-bidi-font-size: 11.0pt"&gt;&lt;span style="mso-list: Ignore"&gt;·&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;b&gt;&lt;span style="FONT-SIZE: 14pt; mso-bidi-font-size: 12.0pt"&gt;Price/performance&lt;/span&gt;&lt;/b&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;:
Device price/performance is far better than current generation server CPUs. Because
there is less competition in server processors, prices are far higher and price/performance
is relatively low compared to the device world. Using server parts, performance is
excellent but price is not. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoListParagraph&gt;
&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;
&lt;o:p&gt;
&lt;font color=#000000 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Let’s
use an example again: A server CPU is hundreds of dollars sometimes approaching $1,000
whereas the ARM processor in an iPhone comes in at just under $15. My general rule
of thumb in comparing ARM processors with server CPUs is they are capable of ¼ the
processing rate at roughly 1/10&lt;sup&gt;th&lt;/sup&gt; the cost&lt;b style="mso-bidi-font-weight: normal"&gt;. &lt;/b&gt;And,
super important, the massive shipping volume of the ARM ecosystem feeds the innovation
and completion and this performance gap shrinks the performance gap with each processor
generation. Each generational improvement captures more possible server workloads
while further improving price/performance&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;
&lt;o:p&gt;
&lt;font color=#000000 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; FONT-SIZE: 12pt; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol; mso-bidi-font-size: 11.0pt"&gt;&lt;span style="mso-list: Ignore"&gt;·&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;b&gt;&lt;span style="COLOR: black; FONT-SIZE: 14pt; mso-bidi-font-size: 12.0pt"&gt;Power/performance:&lt;/span&gt;&lt;/b&gt;&lt;span style="COLOR: black; FONT-SIZE: 14pt; mso-bidi-font-size: 12.0pt"&gt; &lt;/span&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;Most
modern servers run over 200W, and many are well over 500W, while microservers can
weigh in at 10 to 20W. Nowhere is power/performance more important than in portable
devices, so the pace of power/performance innovation in the ARM world is incredibly
strong. In fact, I’ve long used mobile devices as a window into future innovations
coming to the server market. The technologies you seen in the current generation of
cell phones has a very high probability of being used in a future server CPU generation.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;
&lt;o:p&gt;
&lt;font color=#000000 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;This
is not the first ARM based server processor that has been announced.&amp;nbsp; And, even
more announcements are coming over the next year. In fact, that is one of the strengths
of the ARM ecosystem. The R&amp;amp;D investments can be leveraged over huge shipping
volume from many producers to bring more competition, lower costs, more choice, and
a faster pace of innovation.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;
&lt;o:p&gt;
&lt;font color=#000000 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;This
is a good day for customers, a good day for the server ecosystem, and I’m excited
to see AMD help drive the next phase in the evolution of the ARM Server market. The
pace of innovation continues to accelerate industry-wide and it’s going to be an exciting
rest of the decade.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;
&lt;o:p&gt;
&lt;font color=#000000 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Past
notes on Microservers:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;
&lt;o:p&gt;
&lt;font color=#000000 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo2" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; COLOR: #1f497d; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://mvdirona.com/jrh/talksAndPapers/JamesRH_Lisa.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://mvdirona.com/jrh/talksAndPapers/JamesRH_Lisa.pdf&lt;/font&gt;&lt;/a&gt;&lt;span style="COLOR: #1f497d"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo2" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; COLOR: #1f497d; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2012/01/02/ARMV8Architecture.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://perspectives.mvdirona.com/2012/01/02/ARMV8Architecture.aspx&lt;/font&gt;&lt;/a&gt;&lt;span style="COLOR: #1f497d"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo2" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; COLOR: #1f497d; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2011/03/20/IntelAtomWithECCIn2012.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://perspectives.mvdirona.com/2011/03/20/IntelAtomWithECCIn2012.aspx&lt;/font&gt;&lt;/a&gt;&lt;span style="COLOR: #1f497d"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo2" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; COLOR: #1f497d; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/10/07/YouReallyDONeedECCMemory.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://perspectives.mvdirona.com/2009/10/07/YouReallyDONeedECCMemory.aspx&lt;/font&gt;&lt;/a&gt;&lt;span style="COLOR: #1f497d"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo2" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; COLOR: #1f497d; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/09/16/ARMCortexA9SMPDesignAnnounced.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://perspectives.mvdirona.com/2009/09/16/ARMCortexA9SMPDesignAnnounced.aspx&lt;/font&gt;&lt;/a&gt;&lt;span style="COLOR: #1f497d"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo2" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; COLOR: #1f497d; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2011/01/16/NVIDIAProjectDenverARMPoweredServers.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://perspectives.mvdirona.com/2011/01/16/NVIDIAProjectDenverARMPoweredServers.aspx&lt;/font&gt;&lt;/a&gt;&lt;span style="COLOR: #1f497d"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo2" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; COLOR: #1f497d; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/09/07/LinuxApacheOnARMProcessors.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://perspectives.mvdirona.com/2009/09/07/LinuxApacheOnARMProcessors.aspx&lt;/font&gt;&lt;/a&gt;&lt;span style="COLOR: #1f497d"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;
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&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo2" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; COLOR: #1f497d; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2010/11/20/VeryLowCostLowPowerServers.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://perspectives.mvdirona.com/2010/11/20/VeryLowCostLowPowerServers.aspx&lt;/font&gt;&lt;/a&gt;&lt;span style="COLOR: #1f497d"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;
&lt;o:p&gt;
&lt;font color=#000000 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
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Hamilton&amp;nbsp;&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;br&gt;
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&lt;br&gt;
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&lt;o:p&gt;&lt;/o:p&gt;
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&lt;img width="0" height="0" src="http://perspectives.mvdirona.com/aggbug.ashx?id=47f27843-7956-439d-9c93-caa3eb27e20b" /&gt;
&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,47f27843-7956-439d-9c93-caa3eb27e20b.aspx</comments>
      <category>Hardware</category>
    </item>
    <item>
      <trackback:ping>http://perspectives.mvdirona.com/Trackback.aspx?guid=d8b32ffc-4d3a-445b-bc25-cae998b71964</trackback:ping>
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      <dc:creator>James Hamilton</dc:creator>
      <wfw:comment>http://perspectives.mvdirona.com/CommentView,guid,d8b32ffc-4d3a-445b-bc25-cae998b71964.aspx</wfw:comment>
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      <slash:comments>4</slash:comments>
      <title>Google Mechanical Design</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,d8b32ffc-4d3a-445b-bc25-cae998b71964.aspx</guid>
      <link>http://perspectives.mvdirona.com/2012/10/20/GoogleMechanicalDesign.aspx</link>
      <pubDate>Sat, 20 Oct 2012 22:48:55 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;When I come across interesting innovations
or designs notably different from the norm, I love to dig in and learn the details.
More often than not I post them here. Earlier this week, Google posted a number of
pictures taken from their datacenters (&lt;/font&gt;&lt;a href="http://www.google.com/about/datacenters/gallery/#/tech"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Google
Data Center Tech&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt;).
The pictures are beautiful and of interest to just about anyone, somewhat more interesting
to those working in technology, and worthy of detailed study for those working in
datacenter design. My general rule with Google has always been that anything they
show publically is always at least one generation old and typically more. Nonetheless,
the Google team does good work so the older designs are still worth understanding
so I always have a look.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;Some examples of older but interesting
Google data center technology:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/04/01/EfficientDataCenterSummit.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Efficient
Data Center Summit&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/04/01/RoughNotesDataCenterEfficiencySummit.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Rough
Notes: Data Center Efficiency Summit&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/04/01/RoughNotesDataCenterEfficiencySummitPosting3.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Rough
notes: Data Center Efficiency Summit (posting #3)&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2011/05/25/2011EuropeanDataCenterSummit.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;2011
European Data Center Summit&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;The set of pictures posted last week (&lt;/font&gt;&lt;a href="http://www.google.com/about/datacenters/gallery/#/tech"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Google
Data Center Tech&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;) is
a bit unusual in that they are showing current pictures of current facilities running
their latest work.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;What was published
was only pictures without explanatory detail but, as the old cliché says, a picture
is worth a thousand words. I found the mechanical design to be most notable so I’ll
dig into that area a bit but let’s start with showing a conventional datacenter mechanical
design as a foil against which to compare the Google approach.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/ConventionalDataCenterMechanicalSystem.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The conventional design has numerous
issues the most obvious being that any design that is 40 years old and probably could
use some innovation. Notable problems with the conventional design: 1) no hot aisle/cold
aisle containment so there is air leakage&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;and
mixing of hot and cold air, 2) air is moved long distances between the Computer Room
Air Handers (CRAHs) and the servers and air is an expensive fluid to move, and 3)
it’s a closed system and hot air is recirculated after cooling rather than released
outside with fresh air brought in and cooled if needed.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;An example of an excellent design
that does a modern job of addressing most of these failings is the Facebook Prineville
Oregon facility:&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&lt;/font&gt;&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/FacebookPrinevilleMechanicalSystem.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;I’m a big fan of the Facebook facility. In
this design they eliminate the chilled water system entirely, have no chillers (expensive
to buy and power), have full hot aisle isolation, use outside air with evaporative
cooling, and treat the entire building as a giant, high-efficiency air duct. More
detail on the Facebook design at: &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2011/04/09/OpenComputeMechanicalSystemDesign.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Open
Compute Mechanical System Design&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Let’s have a look at the Google
Concil Bluffs Iowa Facility:&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/GoogleCouncilBluffsOverview.jpg"&gt;
&lt;/p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;You can see that have chosen a very large,
single room approach rather than sub-dividing up into pods. As with any good, modern
facility they have hot aisle containment which just about completely eliminates leakage
of air around the servers or over the racks. All chilled air passes through the servers
and none of the hot air leaks back prior to passing through the heat exchanger. Air
containment is a very important efficiency gain and the single largest gain after &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Economizer"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;air-side
economization&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;. Air-side
economization is the use of outside air rather than taking hot server exhaust and
cooling it to the desired inlet temperature (see the diagram above showing the Facebook
use of full building ducting with air-side economization).&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;From the Council Bluffs picture,
we see Google has taken a completely different approach. Rather than completely eliminate
the chilled water system and use the entire building as an air duct, they have instead
kept the piped water cooling system and instead focused on making it as efficient
as possible and exploiting some of the advantages of water based systems. This shot
from the Google Hamina Finland facility shows the multi-coil heat exchanger at the
top of the hot aisle containment system.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/GoogleHaminaFinlandRack.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;From inside the hot aisle, this
shot picture from the&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;Mayes County data
center, we can see the water is brought up from below the floor in the hot aisle using
steel braided flexible chilled water hoses. These pipes bring cool water up to the
top-of-hot-aisle heat exchangers that cool the server exhaust air before it is released
above the racks of servers.&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/MayesCountyHotAisle.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;One of the key advantages of water
cooling is that water is a cheaper to move fluid than air for a given thermal capacity.
In the Google, design they exploit fact by bringing water all the way to the rack.
This isn’t an industry first but it is nicely executed in the Google design. IBM iDataPlex
brought water directly to the back of the rack and many high power density HPC systems
have done this as well. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;I don’t see the value of the short
stacks above the heat exchanges. I would think that any gain in air acceleration through
the smoke stack effect would be dwarfed by the loses of having the passive air stacks
as restrictions over the heat exchangers. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Bringing water directly to the rack is efficient
but I still somewhat prefer air-side economization systems. Any system that can reject
hot air outside and bring in outside air for cooling (if needed) for delivery to the
servers is tough to beat (see Diagram at the top for an example approach). I still
prefer the outside air model, however, as server density climbs we will eventually
get to power densities sufficiently high that water is needed either very near the
server as Google has done or direct water cooling as used by IBM Mainframes in the
80s (&lt;/font&gt;&lt;a href="http://www-03.ibm.com/ibm/history/exhibits/vintage/vintage_4506VV2137.html"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;thermal
conduction module&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;). One very nice
contemporary direct water cooling system is the work by &lt;/font&gt;&lt;a href="http://www.grcooling.com/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Green
Revolution Cooling&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; where
they completely immerse otherwise unmodified servers in a bath of chilled oil.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/GreenRevolutionCooling.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;Hat’s off to Google for publishing
a very informative set of data center pictures. The pictures are well done and the
engineering is very nice. Good work!&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3 face=Calibri&gt;Here’s
a very cool Google Street view based tour of the &lt;/font&gt;&lt;/font&gt;&lt;a href="https://maps.google.com/maps?hl=en&amp;amp;ll=35.898645,-81.548671&amp;amp;spn=0.005945,0.012306&amp;amp;sll=35.900197,-81.547024&amp;amp;layer=c&amp;amp;cid=7373938251588581469&amp;amp;panoid=QJRzrgIKmN4uPQg7lmOGww&amp;amp;cbp=13,119.83,,0,3.72&amp;amp;gl=US&amp;amp;t=m&amp;amp;z=17&amp;amp;cbll=35.898621,-81.548447"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Google
Lenoir NC Datacenter&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3 face=Calibri&gt;The
detailed pictures released last week: &lt;/font&gt;&lt;/font&gt;&lt;a href="http://www.google.com/about/datacenters/gallery/#/tech"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Google
Data Center Photo Album&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;span style="mso-tab-count: 3"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;--jrh&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;a name=_MailAutoSig&gt;&lt;span style="BACKGROUND: white; COLOR: black; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font face=Calibri&gt;James
Hamilton&amp;nbsp;&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;br&gt;
&lt;span style="BACKGROUND: white"&gt;&lt;font face=Calibri&gt;e: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="mailto:jrh@mvdirona.com"&gt;&lt;font color=#0000ff&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="BACKGROUND: white; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;jrh@mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="BACKGROUND: white; COLOR: black; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font face=Calibri&gt;&amp;nbsp;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;br&gt;
&lt;span style="BACKGROUND: white"&gt;&lt;font face=Calibri&gt;w:&amp;nbsp;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://www.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="BACKGROUND: white; COLOR: #000099; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;http://www.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="BACKGROUND: white; COLOR: black; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font face=Calibri&gt;&amp;nbsp;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;br&gt;
&lt;span style="BACKGROUND: white"&gt;&lt;font face=Calibri&gt;b:&amp;nbsp;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://blog.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="BACKGROUND: white; COLOR: #000099; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;http://blog.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="BACKGROUND: white; COLOR: black; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font face=Calibri&gt;&amp;nbsp;/&amp;nbsp;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/"&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="BACKGROUND: white; COLOR: #000099; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font face=Calibri&gt;http://perspectives.mvdirona.com&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;img width="0" height="0" src="http://perspectives.mvdirona.com/aggbug.ashx?id=d8b32ffc-4d3a-445b-bc25-cae998b71964" /&gt;
&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,d8b32ffc-4d3a-445b-bc25-cae998b71964.aspx</comments>
      <category>Hardware</category>
    </item>
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      <trackback:ping>http://perspectives.mvdirona.com/Trackback.aspx?guid=7e04ecca-4bf3-477b-aa66-dfa10075e453</trackback:ping>
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      <dc:creator>James Hamilton</dc:creator>
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      <slash:comments>8</slash:comments>
      <title>Official Report of the Fukushima Nuclear Accident Independent Investigation Commission Executive </title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,7e04ecca-4bf3-477b-aa66-dfa10075e453.aspx</guid>
      <link>http://perspectives.mvdirona.com/2012/07/09/OfficialReportOfTheFukushimaNuclearAccidentIndependentInvestigationCommissionExecutive.aspx</link>
      <pubDate>Mon, 09 Jul 2012 14:39:00 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Last night, &lt;/font&gt;&lt;a href="http://www.tomkleinpeter.com/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Tom
Klienpeter&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; sent me The &lt;/font&gt;&lt;a href="http://naiic.go.jp/wp-content/uploads/2012/07/NAIIC_report_lo_res2.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Official
Report of the Fukushima Nuclear Accident Independent Investigation Commission Executive
Summary&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt;.
They must have hardy executives in Japan in that the executive summary runs 86 pages
in length. Overall, It’s an interesting document but I only managed to read in to
the first page before starting to feel disappointed. What I was hoping for is a deep
dive into why the reactors failed, the root causes of the failures, and what can be
done to rectify it. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Because of the nature of my job, I’ve spent
considerable time investigating hardware and software system failures and what I find
most difficult and really time consuming is getting to the real details. It’s easy
to say there was a tsunami and it damaged the reactor complex and loss of power caused
radiation release. But why did loss of power cause radiation release? Why didn’t the
backup power systems work? Why does the design depend upon the successful operation
of backup power systems? Digging to the root cause takes the time, requires that all
assumptions be challenged, and invariably leads to many issues that need to be addresses.
Good post mortems are detailed, get to the root cause, and it’s rare that a detailed
investigation of any complex system doesn’t yield a long, detailed list of design
and operational changes. The &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Rogers_Commission"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Rogers
Commission&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; on the Space
Shuttle Challenger failure is perhaps the best example of digging deeply, finding
root cause both technical and operational, and making detailed recommendations.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;On the second page of this report,
the committee members were enumerated. The committed includes 1) seismologist, 2)
2 medical doctors, 3) chemist, 4) journalist, 5) 2 lawyers, 6) social system designer,
7) one politician, and 8) no nuclear scientist, no reactor designers, and no reactor
operators. The earthquake and subsequent tsunami was clearly the seed for the event
but since we can’t prevent these, I would argue that they should only play a contextual
role in the post mortem.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;What we need
to understand is exactly why the both the reactor and nuclear material storage design
were not stable in the presence of cooling system failure. It's weird that there were
no experts in the subject area where the most dangerous technical problems were encountered.
Basically we can’t stop earthquakes and tsunamis so we need to ensure that systems
remain safe in the presence of them. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Obviously the investigative team
is very qualified to deal with the follow-on events both in assessing radiation exposure
risk, &lt;span style="mso-spacerun: yes"&gt;&amp;nbsp;&lt;/span&gt;how the evacuation was carried
out, and regulatory effectiveness. And it is clear these factors are all important.
But still, it feels like the core problem is that cooling system flow was lost and
the both the reactors and nuclear material storage ponds overheated. Using materials
that, when overheated, release explosive hydrogen gas is a particularly important
area of investigation. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Personally, the largest part of
my interest were it my investigation, would be focused on achieving designs stable
in the presence of failure. Failing that, getting really good at evacuation seems
like a good idea but still less important than ensuring these reactors and others
in the country fail into a safe state.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoPlainText&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoPlainText&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;The report reads like a political document.
Its heavy on blame, light on root cause and the technical details of the root cause
failure, and the recommended solution depends upon more regulatory oversight. The
document focuses on more oversight by the Japanese &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Diet_of_Japan"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Diet&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; (a
political body) and regulatory agencies but doesn't go after the core issues that
lead to the nuclear release. From my perspective, the key issues are 1) &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Scram"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;scramming&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; the
reactor has to 100% stop the reaction and the passive cooling has to be sufficient
to ensure the system can cool from full operating load without external power, operational
oversight, or other input beyond dropping the rods. Good SCRAM systems automatically
deploy and stop the nuclear reaction. This is common. What is uncommon is ensuring
the system can successfully cool from a full load operational state without external
input of power, cooling water, or administrative input.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoPlainText&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoPlainText&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The second key point that this
nuclear release drove home for me is 2) all nuclear material storage areas must be
seismically stable, above flood water height, maintain integrity through natural disasters,
and must be able to stay stable and safe without active input or supervision for long
periods of time. They can't depends upon pumped water cooling and have to 100% passive
and stable for long periods without tending. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoPlainText&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoPlainText&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;My third recommendation is arguably
less important than my first two but applies to all systems: operators can’t figure
out what is happening or take appropriate action without detailed visibility into
the state of the system. The monitoring system needs to be independent (power, communications,
sensors, …) , detailed, and able to operate correctly with large parts of the system
destroyed or inoperative.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoPlainText&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoPlainText&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;My fourth recommendation is absolutely
vital and I would never trust any critical system without this: test failure modes
frequently. Shut down all power to the entire facility at full operational load and
establish that temperatures fall rather than rise and no containment systems are negatively
impacted. Shut off the monitoring system and ensure that the system continues to operate
safely. Never trust any system in any mode that hasn’t been tested.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoPlainText&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoPlainText&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The recommendations from the Official
Report of the Fukushima Nuclear Accident Independent Investigation Commission Executive
Summary follow:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="FONT-SIZE: 14pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Recommendation
1: 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/b&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Monitoring
of the nuclear regulatory body by the National Diet&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&lt;/b&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;A permanent committee to deal
with issues regarding nuclear power must be established in the National Diet in order
to supervise the regulators to secure the safety of the public. Its responsibilities
should be:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l2 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3 face=Calibri&gt;1.&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;To
conduct regular investigations and explanatory hearings of regulatory agencies, academics
and stakeholders.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l2 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3 face=Calibri&gt;2.&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;To
establish an advisory body, including independent experts with a global perspective,
to keep the committee’s knowledge updated in its dealings with regulators.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l2 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3 face=Calibri&gt;3.&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;To
continue investigations on other relevant issues. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l2 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3 face=Calibri&gt;4.&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;To
make regular reports on their activities and the implementation of their recommendations. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="FONT-SIZE: 14pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Recommendation
2: 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/b&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Reform
the crisis management system&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&lt;/b&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;A fundamental reexamination of
the crisis management system must be made. The boundaries dividing the responsibilities
of the national and local governments and the operators must be made clear. This includes:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo2" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3 face=Calibri&gt;1.&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;A
reexamination of the crisis management structure of the government. A structure must
be established with a consolidated chain of command and the power to deal with emergency
situations. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo2" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3 face=Calibri&gt;2.&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;National
and local governments must bear responsibility for the response to off-site radiation
release. They must act with public health and safety as the priority.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo2" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3 face=Calibri&gt;3.&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;The
operator must assume responsibility for on-site accident response, including the halting
of operations, and reactor cooling and containment.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="FONT-SIZE: 14pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Recommendation
3:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/b&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Government
responsibility for public health and welfare&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&lt;/b&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Regarding the responsibility to
protect public health, the following must be implemented as soon as possible:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l4 level1 lfo3" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3 face=Calibri&gt;1.&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;A
system must be established to deal with long-term public health effects, including
stress-related illness. Medical diagnosis and treatment should be covered by state
funding. Information should be disclosed with public health and safety as the priority,
instead of government convenience. This information must be comprehensive, for use
by individual residents to make informed decisions.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l4 level1 lfo3" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3 face=Calibri&gt;2.&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Continued
monitoring of hotspots and the spread of radioactive contamination must be undertaken
to protect communities and the public. Measures to prevent any potential spread should
also be implemented. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l4 level1 lfo3" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3 face=Calibri&gt;3.&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;The
government must establish a detailed and transparent program of decontamination and
relocation, as well as provide information so that all residents will be knowledgeable
about their compensation options.&lt;/font&gt;&lt;font size=3&gt;&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="FONT-SIZE: 14pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Recommendation
4:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/b&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Monitoring
the operators&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&lt;/b&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;TEPCO must undergo fundamental
corporate changes, including strengthening its governance, working towards building
an organizational culture which prioritizes safety, changing its stance on information
disclosure, and establishing a system which prioritizes the site. In order to prevent
the Federation of Electric Power Companies (FEPC) from being used as a route for negotiating
with regulatory agencies, new relationships among the electric power companies must
also be established—built on safety issues, mutual supervision and transparency.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo5" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3 face=Calibri&gt;1.&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;The
government must set rules and disclose information regarding its relationship with
the operators.NAIIC 23&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo5" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3 face=Calibri&gt;2.&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Operators
must construct a cross-monitoring system to maintain safety standards at the highest
global levels.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo5" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3 face=Calibri&gt;3.&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;TEPCO
must undergo dramatic corporate reform, including governance and risk management and
information disclosure—with safety as the sole priority.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo5" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3 face=Calibri&gt;4.&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;All
operators must accept an agency appointed by the National Diet as a monitoring authority
of all aspects of their operations, including risk management, governance and safety
standards, with rights to on-site investigations. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="FONT-SIZE: 14pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Recommendation
5:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/b&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Criteria
for the new regulatory body&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&lt;/b&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The new regulatory organization
must adhere to the following conditions. It must be:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l5 level1 lfo4" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3 face=Calibri&gt;1.&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Independent:
The chain of command, responsible authority and work processes must be: (i) Independent
from organizations promoted by the government (ii) Independent from the operators
(iii) Independent from politics.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l5 level1 lfo4" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3 face=Calibri&gt;2.&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Transparent:
(i) The decision-making process should exclude the involvement of electric power operator
stakeholders. (ii) Disclosure of the decision-making process to the National Diet
is a must. (iii) The committee must keep minutes of all other negotiations and meetings
with promotional organizations, operators and other political organizations and disclose
them to the public. (iv) The National Diet shall make the final selection of the commissioners
after receiving third-party advice.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l5 level1 lfo4" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3 face=Calibri&gt;3.&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Professional:
(i) The personnel must meet global standards. Exchange programs with overseas regulatory
bodies must be promoted, and interaction and exchange of human resources must be increased.
(ii) An advisory organization including knowledgeable personnel must be established.
(iii) The no-return rule should be applied without exception.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l5 level1 lfo4" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3 face=Calibri&gt;4.&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Consolidated:
The functions of the organizations, especially emergency communications, decision-making
and control, should be consolidated.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l5 level1 lfo4" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3 face=Calibri&gt;5.&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Proactive:
The organizations should keep up with the latest knowledge and technology, and undergo
continuous reform activities under the supervision of the Diet.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;span style="FONT-SIZE: 14pt; mso-bidi-font-size: 11.0pt"&gt;Recommendation
6: &lt;/span&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/b&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Reforming
laws related to nuclear energy&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&lt;/b&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Laws concerning nuclear issues
must be thoroughly reformed. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l3 level1 lfo6" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3 face=Calibri&gt;1.&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Existing
laws should be consolidated and rewritten in order to meet global standards of safety,
public health and welfare.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l3 level1 lfo6" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3 face=Calibri&gt;2.&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;The
roles for operators and all government agencies involved in emergency response activities
must be clearly defined.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l3 level1 lfo6" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3 face=Calibri&gt;3.&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Regular
monitoring and updates must be implemented, in order to maintain the highest standards
and the highest technological levels of the international nuclear community.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l3 level1 lfo6" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3 face=Calibri&gt;4.&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;New
rules must be created that oversee the backfit operations of old reactors, and set
criteria to determine whether reactors should be decommissioned.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="FONT-SIZE: 14pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Recommendation
7: 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/b&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Develop
a system of independent investigation commissions&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&lt;/b&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;A system for appointing independent
investigation committees, including experts largely from the private sector, must
be developed to deal with unresolved issues, including, but not limited to, the decommissioning
process of reactors, dealing with spent fuel issues, limiting accident effects and
decontamination.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoPlainText&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoPlainText&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Many of the report recommendations
are useful but they fall short of addressing the root cause. Here’s what I would like
to see:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l6 level1 lfo7" class=MsoPlainText&gt;
&lt;span style="mso-bidi-font-family: Calibri; mso-fareast-font-family: Calibri"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3 face=Calibri&gt;1.&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://en.wikipedia.org/wiki/Scram"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Scramming&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; the
reactor has to 100% stop the reaction and the passive cooling has to be sufficient
to ensure the system can cool from full operating load without external power, operational
oversight, or other input beyond dropping the rods.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l6 level1 lfo7" class=MsoPlainText&gt;
&lt;font color=#000000&gt;&lt;span style="mso-bidi-font-family: Calibri; mso-fareast-font-family: Calibri"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3 face=Calibri&gt;2.&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;All
nuclear material storage areas must be seismically stable, above flood water height,
maintain integrity through natural disasters, and must be able to stay stable and
safe without active input or supervision for long periods of time.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l6 level1 lfo7" class=MsoPlainText&gt;
&lt;font color=#000000&gt;&lt;span style="mso-bidi-font-family: Calibri; mso-fareast-font-family: Calibri"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3 face=Calibri&gt;3.&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;The
monitoring system needs to be independent, detailed, and able to operate correctly
with large parts of the system destroyed or inoperative.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l6 level1 lfo7" class=MsoPlainText&gt;
&lt;font color=#000000&gt;&lt;span style="mso-bidi-font-family: Calibri; mso-fareast-font-family: Calibri"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3 face=Calibri&gt;4.&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Test
all failure modes frequently. Assume that all systems that haven’t been tested will
not work. Surprisingly frequently, they don’t.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoPlainText&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt; 
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;&amp;nbsp;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;The
Official Report of the Fukushima Nuclear Accident Independent Investigation Commission
Executive Summary can be found at: &lt;/span&gt;&lt;span style="FONT-FAMILY: 'Verdana','sans-serif'; COLOR: black; FONT-SIZE: 8pt"&gt;&lt;a href="http://naiic.go.jp/wp-content/uploads/2012/07/NAIIC_report_lo_res2.pdf"&gt;&lt;span style="FONT-FAMILY: 'Calibri','sans-serif'; COLOR: blue; FONT-SIZE: 11pt"&gt;http://naiic.go.jp/wp-content/uploads/2012/07/NAIIC_report_lo_res2.pdf&lt;/span&gt;&lt;/a&gt;.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="FONT-FAMILY: 'Verdana','sans-serif'; COLOR: black; FONT-SIZE: 8pt"&gt;
&lt;o:p&gt;&amp;nbsp;&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;Since
our focus here is primarily on building reliable hardware and software systems, this
best practices document may be of interest: Designing &amp;amp; Deploying Internet-Scale
Services: &lt;a href="http://mvdirona.com/jrh/talksAndPapers/JamesRH_Lisa.pdf"&gt;&lt;font color=#0000ff&gt;http://mvdirona.com/jrh/talksAndPapers/JamesRH_Lisa.pdf&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;
&lt;o:p&gt;&amp;nbsp;&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;span style="mso-tab-count: 3"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;--jrh&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoPlainText&gt;
&lt;/font&gt;&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;a name=_MailAutoSig&gt;&lt;span style="BACKGROUND: white; COLOR: black; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-ascii-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: Calibri; mso-no-proof: yes"&gt;&lt;font face=Calibri&gt;James
Hamilton&amp;nbsp;&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-ascii-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: Calibri; mso-no-proof: yes"&gt;
&lt;br&gt;
&lt;font face=Calibri&gt;&lt;span style="BACKGROUND: white"&gt;e: jrh@mvdirona.com&amp;nbsp;&lt;/span&gt;
&lt;br&gt;
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&lt;o:p&gt;
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&lt;/o:p&gt;
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From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,7e04ecca-4bf3-477b-aa66-dfa10075e453.aspx</comments>
      <category>Hardware</category>
      <category>Process</category>
      <category>Services</category>
    </item>
    <item>
      <trackback:ping>http://perspectives.mvdirona.com/Trackback.aspx?guid=b05ac6ec-1de5-4d67-bf40-110a1acd054c</trackback:ping>
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      <dc:creator>James Hamilton</dc:creator>
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      <slash:comments>2</slash:comments>
      <title>Temprature Management in Data Centers</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,b05ac6ec-1de5-4d67-bf40-110a1acd054c.aspx</guid>
      <link>http://perspectives.mvdirona.com/2012/05/28/TempratureManagementInDataCenters.aspx</link>
      <pubDate>Mon, 28 May 2012 15:48:11 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt; BACKGROUND: white" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font size=3&gt;Cooling
is the largest single non-IT (overhead) load in a modern datacenter. There are many
innovative solutions to addressing the power losses in cooling systems. Many of these
mechanical system innovations work well and others have great potential but none are
as powerful as simply increasing the server inlet temperatures. Obviously less cooling
is cheaper than more. And, the higher the target inlet temperatures, the higher percentage
of time that a facility can spend running on outside air (&lt;/font&gt;&lt;/span&gt;&lt;span style="FONT-FAMILY: 'Verdana','sans-serif'; COLOR: black; FONT-SIZE: 8.5pt"&gt;&lt;a href="http://en.wikipedia.org/wiki/Economizer"&gt;&lt;span style="FONT-FAMILY: 'Calibri','sans-serif'; FONT-SIZE: 11pt; TEXT-DECORATION: none; text-underline: none"&gt;&lt;font color=#0000ff&gt;air-side
economization&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font size=3&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt;)
without process-based cooling.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/span&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;
&lt;o:p&gt;
&lt;font size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt; BACKGROUND: white" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font face=Calibri&gt;&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;The
downsides of higher temperatures are 1) high semiconductor leakage losses, 2) higher
server fan speed which increases the losses to air moving, and 3) higher server mortality
rates. I’ve measured the former and, although these losses are inarguably present,
these losses are measureable but have a very small impact at even quite high server
inlet temperatures.&amp;nbsp;&lt;span class=apple-converted-space&gt;&amp;nbsp;&lt;/span&gt;The negative
impact of fan speed increases is real but can be mitigated via different server target
temperatures and more efficient server cooling designs. If the servers are designed
for higher inlet temperatures, the fans will be configured for these higher expected
temperatures and won’t run faster. This is simply a server design decision and good
mechanical designs work well at higher server temperatures without increased power
consumption. It’s the third issue that remains the scary one: increased server mortality
rates.&lt;/span&gt;&lt;span style="FONT-FAMILY: 'Verdana','sans-serif'; COLOR: black; FONT-SIZE: 8.5pt"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="WIDOWS: 2; MARGIN: 0in 0in 0pt; ORPHANS: 2; BACKGROUND: white; WORD-SPACING: 0px; -webkit-text-size-adjust: auto; -webkit-text-stroke-width: 0px" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font face=Calibri&gt;&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&amp;nbsp;&lt;/span&gt;&lt;span style="FONT-FAMILY: 'Verdana','sans-serif'; COLOR: black; FONT-SIZE: 8.5pt"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="WIDOWS: 2; MARGIN: 0in 0in 0pt; ORPHANS: 2; BACKGROUND: white; WORD-SPACING: 0px; -webkit-text-size-adjust: auto; -webkit-text-stroke-width: 0px" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font size=3&gt;The
net of these factors is fear of higher server mortality rates is the prime factor
slowing an even more rapid increase in datacenter temperatures. An often quoted study
reports the failure rate of electronics doubles with every 10C increase of temperature
(&lt;/font&gt;&lt;/span&gt;&lt;span style="FONT-FAMILY: 'Verdana','sans-serif'; COLOR: black; FONT-SIZE: 8.5pt"&gt;&lt;a href="https://assist.daps.dla.mil/quicksearch/"&gt;&lt;span style="FONT-FAMILY: 'Calibri','sans-serif'; FONT-SIZE: 11pt; TEXT-DECORATION: none; text-underline: none"&gt;&lt;font color=#0000ff&gt;MIL-HDBK
217F&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font size=3&gt;).
This data point is incredibly widely used by the military, NASA space flight program,
and in commercial electronic equipment design. I’m sure the work is excellent but
it is a very old study, wasn’t focused on a large datacenter environment, and the
rule of thumb that has emerged from is a linear model of failure to heat.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/span&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;
&lt;o:p&gt;
&lt;font size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font size=3 face=Calibri&gt;A
recent paper that does an excellent job of methodically digging through the possible
issues of high datacenter temperature and investigating each concern methodically.
I like &lt;/font&gt;&lt;a href="http://www.cs.toronto.edu/~nosayba/temperature_cam.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Temperature
Management in Data Centers: Why Some (Might) Like it Hot&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt; for
two reasons: 1) it unemotionally works through the key issues and concerns, and 2)
it draws from a sample of 7 production data centers at Google so the results are credible
and from a substantial sample&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;
&lt;o:p&gt;
&lt;font size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;From
the introduction: 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;
&lt;o:p&gt;
&lt;font size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Interestingly,
one key aspect in the thermal management of a data center is still not very well understood:
controlling the setpoint temperature at which to run a data center’s cooling system.
Data centers typically operate in a temperature range between 20C and 22C, some are
as cold as 13C degrees [8, 29]. Due to lack of scientiﬁc data, these values are often
chosen based on equipment manufacturers’ (conservative) suggestions. Some estimate
that increasing the setpoint temperature by just one degree can reduce energy consumption
by 2 to 5 percent [8, 9]. Microsoft reports that raising the temperature by two to
four degrees in one of its Silicon Valley data centers saved $250,000 in annual energy
costs [29]. Google and Facebook have also been considering increasing the temperature
in their data centers [29].&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"&gt;
&lt;o:p&gt;
&lt;font size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;The
authors go on to observe that “the details of how increased data center temperatures
will affect hardware reliability are not well understood and existing evidence is
contradictory.” The remainder of the paper presents the data as measured in the 7
production datacenters under study and concludes each section with an observation.
I encourage you to read the paper and I’ll cover just the observations here:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"&gt;
&lt;o:p&gt;
&lt;font size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="COLOR: black; FONT-SIZE: 12pt; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-bidi-font-size: 11.0pt"&gt;Observation
1:&lt;/span&gt;&lt;/b&gt;&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font size=3&gt; For
the temperature range that our data covers with statistical signiﬁcance (&amp;lt; 50C),
the prevalence of latent sector errors increases much more slowly with temperature,
than reliability models suggest. Half of our model/data center pairs show no evidence
of an increase, while for the others the increase is linear rather than exponential.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/span&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;
&lt;o:p&gt;
&lt;font size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="COLOR: black; FONT-SIZE: 12pt; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-bidi-font-size: 11.0pt"&gt;Observation
2:&lt;/span&gt;&lt;/b&gt;&lt;span style="COLOR: black; FONT-SIZE: 12pt; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-bidi-font-size: 11.0pt"&gt; &lt;/span&gt;&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font size=3&gt;The
variability in temperature tends to have a more pronounced and consistent eﬀect on
Latent Sector Error rates than mere average temperature&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/span&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;
&lt;o:p&gt;
&lt;font size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="COLOR: black; FONT-SIZE: 12pt; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-bidi-font-size: 11.0pt"&gt;Observation
3:&lt;/span&gt;&lt;/b&gt;&lt;span style="COLOR: black; FONT-SIZE: 12pt; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-bidi-font-size: 11.0pt"&gt; &lt;/span&gt;&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font size=3&gt;Higher
temperatures do not increase the expected number of Latent Sector Errors (LSEs) once
a drive develops LSEs, possibly indicating that the mechanisms that cause LSEs are
the same under high or low temperatures.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/span&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;
&lt;o:p&gt;
&lt;font size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="COLOR: black; FONT-SIZE: 12pt; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-bidi-font-size: 11.0pt"&gt;Observation
4&lt;/span&gt;&lt;/b&gt;&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font size=3&gt;:
Within a range of 0-36 months, older drives are not more likely to develop Latent
Sector Errors under temperature than younger drives.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/span&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;
&lt;o:p&gt;
&lt;font size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="COLOR: black; FONT-SIZE: 12pt; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-bidi-font-size: 11.0pt"&gt;Observation
5&lt;/span&gt;&lt;/b&gt;&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font size=3&gt;:
High utilization does not increase Latent Sector Error rates under temperatures.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/span&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;
&lt;o:p&gt;
&lt;font size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="COLOR: black; FONT-SIZE: 12pt; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-bidi-font-size: 11.0pt"&gt;Observation
6&lt;/span&gt;&lt;/b&gt;&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font size=3&gt;:
For temperatures below 50C, disk failure rates grow more slowly with temperature than
common models predict. The increase tends to be linear rather than exponential, and
the expected increase in failure rates for each degree increase in temperature is
small compared to the magnitude of existing failure rates.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/span&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;
&lt;o:p&gt;
&lt;font size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="COLOR: black; FONT-SIZE: 12pt; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-bidi-font-size: 11.0pt"&gt;Observation
7:&lt;/span&gt;&lt;/b&gt;&lt;span style="COLOR: black; FONT-SIZE: 12pt; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-bidi-font-size: 11.0pt"&gt; &lt;/span&gt;&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font size=3&gt;Neither
utilization nor the age of a drive signiﬁcantly aﬀect drive failure rates as a function
of temperature.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/span&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;
&lt;o:p&gt;
&lt;font size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="COLOR: black; FONT-SIZE: 12pt; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-bidi-font-size: 11.0pt"&gt;Observation
8:&lt;/span&gt;&lt;/b&gt;&lt;span style="COLOR: black; FONT-SIZE: 12pt; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-bidi-font-size: 11.0pt"&gt; &lt;/span&gt;&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font size=3&gt;We
do not observe evidence for increasing rates of uncorrectable DRAM errors, DRAM DIMM
replacements or node outages caused by DRAM problems as a function of temperature
(within the range of temperature our data comprises).&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/span&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;
&lt;o:p&gt;
&lt;font size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="COLOR: black; FONT-SIZE: 12pt; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-bidi-font-size: 11.0pt"&gt;Observation
9:&lt;/span&gt;&lt;/b&gt;&lt;span style="COLOR: black; FONT-SIZE: 12pt; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-bidi-font-size: 11.0pt"&gt; &lt;/span&gt;&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font size=3&gt;We
observe no evidence that hotter nodes have a higher rate of node outages, node downtime
or hardware replacements than colder nodes.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/span&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;
&lt;o:p&gt;
&lt;font size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="COLOR: black; FONT-SIZE: 12pt; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-bidi-font-size: 11.0pt"&gt;Observation
10&lt;/span&gt;&lt;/b&gt;&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font size=3&gt;:
We ﬁnd that high variability in temperature seems to have a stronger eﬀect on node
reliability than average temperature.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/span&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;
&lt;o:p&gt;
&lt;font size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="COLOR: black; FONT-SIZE: 12pt; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-bidi-font-size: 11.0pt"&gt;Observation
11:&lt;/span&gt;&lt;/b&gt;&lt;span style="COLOR: black; FONT-SIZE: 12pt; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-bidi-font-size: 11.0pt"&gt; &lt;/span&gt;&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font size=3&gt;As
ambient temperature increases, the resulting increase in power is signiﬁcant and can
be mostly attributed to fan power. In comparison, leakage power is negligible.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/span&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;
&lt;o:p&gt;
&lt;font size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="COLOR: black; FONT-SIZE: 12pt; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-bidi-font-size: 11.0pt"&gt;Observation
12:&lt;/span&gt;&lt;/b&gt;&lt;span style="COLOR: black; FONT-SIZE: 12pt; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-bidi-font-size: 11.0pt"&gt; &lt;/span&gt;&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font size=3&gt;Smart
control of server fan speeds is imperative to run data centers hotter. A signiﬁcant
fraction of the observed increase in power dissipation in our experiments could likely
be avoided by more sophisticated algorithms controlling the fan speeds.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/span&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;
&lt;o:p&gt;
&lt;font size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="COLOR: black; FONT-SIZE: 12pt; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-bidi-font-size: 11.0pt"&gt;Observation
13:&lt;/span&gt;&lt;/b&gt;&lt;span style="COLOR: black; FONT-SIZE: 12pt; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-bidi-font-size: 11.0pt"&gt; &lt;/span&gt;&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font size=3&gt;The
degree of temperature variation across the nodes in a data center is surprisingly
similar for all data centers in our study. The hottest 5% nodes tend to be more than
5C hotter than the typical node, while the hottest 1%&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/span&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;nodes
tend to be more than 8–10C hotter.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;
&lt;o:p&gt;
&lt;font size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font size=3 face=Calibri&gt;The
paper under discussion: &lt;/font&gt;&lt;/span&gt;&lt;a href="http://www.cs.toronto.edu/~nosayba/temperature_cam.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://www.cs.toronto.edu/~nosayba/temperature_cam.pdf&lt;/font&gt;&lt;/a&gt;&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;
&lt;o:p&gt;
&lt;font size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt; BACKGROUND: white" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Other
notes on increased data center temperatures:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; COLOR: black; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;a href="http://perspectives.mvdirona.com/2011/02/27/ExploringTheLimitsOfDatacenterTemprature.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Exploring
the Limits of Datacenter Temperature&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; COLOR: black; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;a href="http://perspectives.mvdirona.com/2009/09/24/ChillerlessDataCenterAt95F.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Chillerless
Data Center at 95F&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; COLOR: black; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;a href="http://perspectives.mvdirona.com/2010/05/15/ComputerRoomEvaporativeCooling.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Computer
Room Evaporative Cooling&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; COLOR: black; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;a href="http://perspectives.mvdirona.com/2009/05/05/NextPointOfServerDifferentiationEffiiciencyAtVeryHighTemprature.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Next
Point of Server Differentiation: Efficiency at Very High Temperature&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; COLOR: black; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;a href="http://perspectives.mvdirona.com/2011/04/09/OpenComputeMechanicalSystemDesign.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Open
Compute Mechanical System Design&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; COLOR: black; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;a href="http://perspectives.mvdirona.com/2011/04/04/ExampleOfEfficientMechanicalDesign.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Example
of Efficient Mechanical Design&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; BACKGROUND: white; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; COLOR: black; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;a href="http://perspectives.mvdirona.com/2012/01/16/InnovativeDatacenterDesignIshikariDatacenter.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Innovative
Datacenter Design: Ishikari Datacenter&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
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Hamilton&amp;nbsp;&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: Calibri; mso-no-proof: yes"&gt;
&lt;br&gt;
&lt;font face=Calibri&gt;&lt;span style="BACKGROUND: white"&gt;e: jrh@mvdirona.com&amp;nbsp;&lt;/span&gt;
&lt;br&gt;
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From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,b05ac6ec-1de5-4d67-bf40-110a1acd054c.aspx</comments>
      <category>Hardware</category>
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      <dc:creator>James Hamilton</dc:creator>
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      <slash:comments>30</slash:comments>
      <title>I Love Solar Power But...</title>
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      <link>http://perspectives.mvdirona.com/2012/03/17/ILoveSolarPowerBut.aspx</link>
      <pubDate>Sat, 17 Mar 2012 20:22:58 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt;I
love solar power, but in reflecting carefully on a couple of high profile datacenter
deployments of solar power, I’m really developing serious reservations that this is
the path to reducing data center environmental impact. I just can’t make the math
work and find myself wondering if these large solar farms are really somewhere between
a bad idea and pure marketing, where the environmental impact is purely optical.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Facebook
Prineville&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/b&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;The first of my two examples is the high profile
installation of a large solar array at the &lt;/font&gt;&lt;a href="http://www.facebook.com/prinevilleDataCenter"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Facebook
Prineville Oregon&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; Facility. The
installation of 100 kilowatts of solar power was the culmination of the &lt;/font&gt;&lt;a href="http://www.greenpeace.org/international/en/campaigns/climate-change/cool-it/ITs-carbon-footprint/Facebook/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;unfriend
coal&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; campaign run by &lt;/font&gt;&lt;a href="http://www.greenpeace.org/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Greenpeace&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;.
Many in the industry believe the campaign worked.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;In
the purest sense, I suppose it did. But let’s look at the data more closely and make
sure this really is environmental progress. What was installed in Prineville was a
100 kilowatt solar array at a more than 25 megawatt facility (&lt;/font&gt;&lt;a href="http://www.datacenterknowledge.com/archives/2011/04/16/facebook-installs-solar-panels-at-new-data-center/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Facebook
Installs Solar Panels at new Data Center &lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;).
Even though this is actually a fairly large solar array, its only providing 0.4% of
the overall facility power.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Unfortunately, the actually numbers
are further negatively impacted by weather and high latitude. Solar arrays produce
far less than their rated capacity due to night duration, cloud cover, and other negative
impacts from weather.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;I really don’t
want to screw up my Seattle recruiting pitch too much but let’s just say&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;that
occasionally there are clouds in the pacific northwest :-). Clearly there fewer clouds
at 2,868’ elevation in the Oregon desert but, even at that altitude, the sun spends
the bulk of the time poorly positioned for power generation. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Using this &lt;/font&gt;&lt;a href="http://www.ecowho.com/tools/solar_power_calculator.php"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;solar
panel output estimator&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;, we can
see that the panels at this &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Prineville,_Oregon"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;location
and altitude&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;, yield
an effective output of 13.75%. That means that, on average, this array will only put
out 13.75 killowatts. That would have this array contributing 0.055% of the facility
power or, worded differently, it might run the lights in the datacenter but it has
almost no measurable possible impact on the overall energy consumed. Although this
is pointed to as an environmentally conscious decisions, it really has close to no
influence on the overall environmental impact of this facility. As a point of comparison,
this entire solar farm produces approximately as much output as one high density rack
of servers consumes. Just one rack of servers is not success, it doesn’t measurably
change the coal consumption, and almost certainly isn’t good price/performance.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Having said that the Facebook
solar array is very close to purely marketing expense, I hasten to add that Facebook
is one of the most power-efficient and environmentally-focused large datacenter operators.
Ironically, they are in fact very good environmental stewards, but the solar array
isn’t really a material contributor to what they are achieving.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Apple
iDataCenter, Maiden, North Carolina&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/b&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;The second example I wanted to look at is
Apple’s facility at Maiden, North Carolina, often referred as &lt;/font&gt;&lt;a href="http://www.datacenterknowledge.com/archives/2011/06/06/steve-jobs-provides-a-look-inside-the-idatacenter/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;iDataCenter&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;In
the Facebook example discussed above, the solar array was so small as to have nearly
no impact on the composition or amount of power consumed by the facility. However,
in this example, the solar farm deployed at the Apple Maiden facility is absolutely
massive. In fact, this photo voltaic deployment is reported to be&lt;/font&gt;&lt;a href="http://www.zdnet.com/blog/green/new-apple-data-center-will-sport-biggest-commercial-solar-fuel-cell-installations/20421"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt; largest
commercial deployment in the US at 20 megawatts&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;.
Given the scale of this deployment, it has a far better chance to work economically.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;The Apple Maiden facility is reported to &lt;/font&gt;&lt;a href="http://www.datacenterknowledge.com/archives/2010/02/22/first-look-apples-massive-idatacenter/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;cost
$1B for the 500,000 sq ft&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; datacenter.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;Apple
wisely chose not to publicly announce their power consumption numbers but estimates
have been as high as 100 megawatts. If you conservatively assume that only 60% of
the square footage is raised floor and they are averaging a fairly low 200W/sq ft,
the critical load would still be 60MW (the same as the 700,000 sq ft &lt;/font&gt;&lt;a href="http://www.datacenterknowledge.com/inside-microsofts-chicago-data-center/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Microsoft
Chicago datacenter&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;).&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;At
a moderate &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2010/05/25/PUEIsStillBrokenAndIStillUseIt.aspx"&gt;&lt;font size=3 face=Calibri&gt;Power
Usage Efficiency (PUE)&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt; of
1.3, Apple Maiden would be at 78MW of total power. Even using these fairly conservative
numbers for a modern datacenter build, it would be 78MW total power, which is huge.
The actual number is likely somewhat higher.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Apple elected to put in a 20MW solar array
at this facility. Again, using the &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Maiden,_North_Carolina"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;location
and elevation&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; data from &lt;/font&gt;&lt;a href="http://en.wikipedia.org/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Wikipedia&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; and
the &lt;/font&gt;&lt;a href="http://www.ecowho.com/tools/solar_power_calculator.php"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;solar
array output model&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt; referenced
above, we see that the Apple location is more solar friendly than Oregon. Using this
model, we see that the 20MW photo voltaic deployment has an average output of 15.8%
which yields 3.2MW. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;The solar array requires 171 acres
of land which is 7.4 million sq ft. What if we were to build an solar array large
enough to power the entire facility using these solar and land consumption numbers?
If the solar farm were to be able to supply all the power of the facility it would
need to be 24.4 times larger. It would be a 488 megawatt capacity array requiring
4,172 acres which is 181 million sq ft.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;That
means that a 500,000 sq ft facility would require 181 million sq ft of power generation
or, converted to a ratio, each data center sq ft would require 362 sq ft of land. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Do we really want to give up that
much space at each data center? Most data centers are in highly populated areas, where
a ratio of 1 sq ft of datacenter floor space requiring 362 sq ft of power generation
space is ridiculous on its own and made close to impossible by the power generation
space needing to be un-shadowed. There isn’t enough roof top space across all of NY
to take this approach. It is simply not possible in that venue.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Let’s focus instead on large datacenters in
rural areas where the space can be found. Apple is reported to have cleared trees
off of 171 acres of land in order to provide photo voltaic power for 4% of their overall
estimate data center consumption. Is that gain worth clearing and consuming 171 acres?
In &lt;/font&gt;&lt;a href="http://www.datacenterknowledge.com/archives/2011/10/26/apple-planning-solar-array-near-idatacenter/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Apple
Planning Solar Array Near iDataCenter&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;,
the author Rich Miller of &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/v"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Data
Center Knowledge&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt; quotes
local North Carolina media reporting that “local residents are complaining about smoke
in the area from fires to burn off cleared trees and debris on the Apple property.”&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;I’m personally not crazy about
clearing 171 acres in order to supply only 4% of the power at this facility. There
are many ways to radically reduce aggregate data center environmental impact without
as much land consumption. Personally, I look first to increasing the efficiency of
power distribution, cooling, storage, networking and server and increasing overall
utilization and the best routes to lowering industry environmental impact. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Looking more deeply at the Solar Array at
Apple Maiden, the &lt;/font&gt;&lt;a href="http://www.power-eng.com/articles/2012/03/sunpower-to-provide-solar-panels-for-apple-data-center.html"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;panels
are built by SunPower&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&lt;a href="http://us.sunpowercorp.com/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Sunpower&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; is
reportedly carrying &lt;/font&gt;&lt;a href="http://www.humanevents.com/article.php?id=46761"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;$820m
in debt and has received a $1.2B federal government loan guarantee&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;.
The panels are built on taxpayer guarantees and installed using tax payer funded tax
incentives. It might possibly be a win for the overall economy but, as I work through
the numbers, it seems less clear. And, after the spectacular failure of solar cell
producer &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Solyndra"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Solyndra&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; which
failed in bankruptcy with a $535 million dollar federal loan guarantee, it’s obvious
there are large costs being carried by tax payers in these deployments. Generally,
as much as I like data centers, I’m not convinced that tax payers should by paying
to power them.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;As I work through the numbers
from two of the most widely reported upon datacenter solar array deployments, they
just don’t seem to balance out positively without tax incentives. I’m not convinced
that having the tax base fund datacenter deployments is a scalable solution. And,
even if it could be shown that this will eventually become tax neutral, I’m not convinced
we want to see datacenter deployments consuming 100s of acres of land on power generation.
And, when trees are taken down to allow the solar deployment, it’s even harder to
feel good about it.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;From what I have
seen so far, this is not heading in the right direction. If we had $x dollars to invest
in lowering datacenter environmental impact and the marketing department was not involved
in the decision, I’m not convinced the right next step will be solar.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;a name=_MailAutoSig&gt;&lt;span style="BACKGROUND: white; COLOR: black; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font face=Calibri&gt;James
Hamilton&amp;nbsp;&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;br&gt;
&lt;font face=Calibri&gt;&lt;span style="BACKGROUND: white"&gt;e: jrh@mvdirona.com&amp;nbsp;&lt;/span&gt;
&lt;br&gt;
&lt;span style="BACKGROUND: white"&gt;w:&amp;nbsp;&lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;a href="http://www.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="BACKGROUND: white; COLOR: #000099; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;http://www.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="BACKGROUND: white; COLOR: black; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font face=Calibri&gt;&amp;nbsp;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;br&gt;
&lt;span style="BACKGROUND: white"&gt;&lt;font face=Calibri&gt;b:&amp;nbsp;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;a href="http://blog.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="BACKGROUND: white; COLOR: #000099; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;http://blog.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="BACKGROUND: white; COLOR: black; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&amp;nbsp;/&amp;nbsp;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="BACKGROUND: white; COLOR: #000099; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;http://perspectives.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt; 
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;img width="0" height="0" src="http://perspectives.mvdirona.com/aggbug.ashx?id=379e35af-872c-4917-adb5-cba2978b6bda" /&gt;
&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,379e35af-872c-4917-adb5-cba2978b6bda.aspx</comments>
      <category>Hardware</category>
    </item>
    <item>
      <trackback:ping>http://perspectives.mvdirona.com/Trackback.aspx?guid=8ea85505-ff3f-4c60-b0b8-c7daacba6a7d</trackback:ping>
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      <dc:creator>James Hamilton</dc:creator>
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      <slash:comments>14</slash:comments>
      <title>Communicating Data Beyond the Speed of Light</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,8ea85505-ff3f-4c60-b0b8-c7daacba6a7d.aspx</guid>
      <link>http://perspectives.mvdirona.com/2012/02/21/CommunicatingDataBeyondTheSpeedOfLight.aspx</link>
      <pubDate>Tue, 21 Feb 2012 23:41:23 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;In the past, I’ve written about the cost of
latency and how reducing latency can drive more customer engagement and increase revenue.
Two example of this are: 1) &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/10/31/TheCostOfLatency.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;The
Cost of Latency&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; and 2) &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2010/06/07/EconomicIncentivesAppliedToWebLatency.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Economic
Incentives applied to Web Latency&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;.
Nowhere is latency reduction more valuable than in &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Algorithmic_trading"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;high
frequency trading&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; applications.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;Because
these trades can be incredibly valuable, the cost of the infrastructure on which they
trade is more or less an afterthought.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt;Good
people at the major trading firms work hard to minimize costs but, if the cost of
infrastructure was to double tomorrow, high frequency trading would continue unabated. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;High frequency trading is very
sensitive to latency and it is nearly insensitive to costs. That makes it an interesting
application area and its one I watch reasonably closely. It’s a great domain to test
ideas that might not yet make economic sense more broadly.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;Some
of these ideas will never see more general use but many ideas get proved out in high
frequency trading and can be applied to more cost sensitive application areas once
the techniques have been refined or there is more volume.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;One suggestion that comes up in
jest on nearly every team upon which I have worked is the need to move bits faster
than the speed of light. Faster than the speed of light communications would help
cloud hosted applications and cloud computing in general but physics blocks progress
in this area resolutely.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;What if it really were possible
to transmit data at roughly 33% faster than the speed of light? It turns out this
is actually possible and may even make economic sense in high frequency trading. Before
you cancel your RSS feed to this blog, let’s look more deeply at what is being sped
up, how much, and why it really is possible to substantially beat today’s optical
communication links.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;When you get into the details,
every “law” is actually more complex than the simple statement that gets repeated
over and over. This is one of the reasons I tell anyone who joins Amazon that the
only engineering law around here is there are no unchallengeable laws. It’s all about
understanding the details and applying good engineering judgment. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;For example the speed of light is 186,000
miles per second right?&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;Absolutely. But
the fine print is that the speed of light is 186k m/s &lt;b style="mso-bidi-font-weight: normal"&gt;in
a vacuum&lt;/b&gt;. The actual speed of light is dependent upon the medium in which the
light is propagating. In an optical fiber, the speed of light is actually roughly
33% slower than a in a vacuum. More specifically, the &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Refractive_index"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;index
of refraction&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; of most common &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Optical_fibre"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;optical
fibers is 1.52&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;. What
this means is that the speed of light in a fiber is actually just over 122,000 miles/second.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The index of refraction of light
in air is very close to 1 which is to say that the speed of light in air is just about
the same as the speed of light in vacuum. This means that free space optics -- the
use of light for data communications without a fiber wave guide -- is roughly 50%
faster than the speed of light in a fiber. Unfortunately, this only matters over long
distances but its only practical over short distances. There have been test deployments
over metro-area distances – we actually have one where I work – but, generally, it’s
a niche technology that hasn’t proven practical and widely applicable. On this approach,
I’m not particularly excited.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Continuing this search for low
refraction index data communications, we find that microwaves transmitted in air are
again have a refraction index near 1 which is to say that microwave is around 50%
faster than light in a fiber. As before, this is only of interest over longer distances
but, unlike free space optics, Microwave is very practical over longer distances.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;On
longer runs, it needs to be received and retransmitted periodically but this is practical,
cost effective, and is fairly heavily used in the telecom industry. What hasn’t been
exploited in the past is that Microwave is actually faster than the speed of light
in a fiber. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;The 50% speed-up of Microwave over fiber optics
seems exploitable and an enterprising set of entrepreneurs are doing exactly that.
This plan was outlined in the &lt;/font&gt;&lt;a href="http://gigaom.com/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Gigaom&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; article
from yesterday titled &lt;/font&gt;&lt;a href="http://gigaom.com/broadband/wall-street-gains-an-edge-by-trading-over-microwaves/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Wall
Street gains edge by trading over microwave&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;In this approach, &lt;/font&gt;&lt;a href="http://www.mckay-brothers.com/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;McKay
Brothers&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; are planning
on linking New York city with Chicago using microwave transmission. This is a 790
mile distance but fiber seldom takes the most direct route. Let’s assume a fiber path
distance of 850 miles which will yield 6.9 msec propagation delay if there are no
routers or other networking gear in the way. Give that both optical and microwave
require repeaters, I’m not including their impact in this analysis.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;Covering
the 790 miles using microwave will require 4.2 msec. Using these data, we would have
the microwave link a full 2.7 msec faster. That’s a very substantial time difference
and, in the world of high frequency trading and 2.7 msec is very monetizable. In fact,
I’ve seen HFT customers extremely excited about very small portions of a msec. Getting
2.7msec back is potentially a very big deal.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;From the &lt;/font&gt;&lt;a href="http://www.mckay-brothers.com/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;McKay
Brothers&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; web site:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Profitability in High Frequency
Trading (“HFT”) is about being the first to respond to market events. Events which
occur in Chicago markets impact New York markets. The first to learn about this information
in New York can take appropriate positions and benefit. There is nothing new in this
principle. Paul Reuters, founder of the Reuters news agency, used carrier pigeons
to fill a gap in the telegraph lines and bring financial news from Berlin to Paris.
The groundbreaking idea of the time was to use an old technology – the carrier pigeon
– to fill a gap. What Paul Reuters did 160 years ago is being done again.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Today, we are revisiting an old
technology, microwave transmission, to connect Chicago and New York at speeds faster
than fiber optic transmission will ever be able to deliver.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;This technology is emerging just
two years after Spread Networks is reported to have spent 300 million dollars developing
a low latency fiber optic connection between Chicago and New York. Spread’s fiber
connection will soon be much slower than routes available by microwave.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;The Gigaom article is at: &lt;/font&gt;&lt;a href="http://gigaom.com/broadband/wall-street-gains-an-edge-by-trading-over-microwaves"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://gigaom.com/broadband/wall-street-gains-an-edge-by-trading-over-microwaves&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;.
The McKay Brothers web site is at: &lt;/font&gt;&lt;a href="http://www.mckay-brothers.com/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://www.mckay-brothers.com/&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;.
Thanks for Amazon’s Alan Judge for pointing me to this one.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
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&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;span style="mso-tab-count: 4"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;--jrh&lt;o:p&gt;&lt;/o:p&gt;
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&lt;o:p&gt;
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&lt;/o:p&gt;
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&lt;a name=_MailAutoSig&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font face=Calibri&gt;James
Hamilton&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
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&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
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&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
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&lt;o:p&gt;&lt;/o:p&gt;
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&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,8ea85505-ff3f-4c60-b0b8-c7daacba6a7d.aspx</comments>
      <category>Hardware</category>
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      <dc:creator>James Hamilton</dc:creator>
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      <title>Innovative Datacenter Design: Ishikari Datacenter</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,290c1393-d3bd-49bb-a62b-6669e6daea26.aspx</guid>
      <link>http://perspectives.mvdirona.com/2012/01/16/InnovativeDatacenterDesignIshikariDatacenter.aspx</link>
      <pubDate>Mon, 16 Jan 2012 18:00:38 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Occasionally I come across a noteworthy datacenter
design that is worth covering. Late last year a very interesting Japanese facility
was brought to my attention by &lt;/font&gt;&lt;a href="https://plus.google.com/107535751556922155234/posts/SBrLws5KYAr"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Mikio
Uzawa&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; an IT consultant who authors
the &lt;/font&gt;&lt;a href="http://agilecat.tumblr.com/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Agile
Cat&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; blog. I know Mikio because
he occasionally translates &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Perspectives&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; articles
for publication in Japan. &lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&lt;/font&gt;&amp;nbsp;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/IshikariDataCenter.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt;Mikio
pointed me to the Ishikari Datacenter in Ishikari City, Hokkaido Japan. Phase I of
this facility was just completed in November 2011. This facility is interesting for
a variety of reasons but the design features I found most interesting are: 1) High
voltage direct current power distribution, 2) whole building ductless cooling, and
3) aggressive free air cooling.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;High
Voltage Direct Current Power Distribution&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/b&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;I first came across the use of direct current
when Annabel Pratt took me through the joint work Intel was doing with Lawrence Berkeley
National Lab on datacenter HVDC distribution (&lt;/font&gt;&lt;a href="http://hightech.lbl.gov/documents/data_centers/DC-Journal-March07.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Evaluation
of Direct Current Distribution in Data Centers to Improve Energy Efficiency&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;).
In this approach they distribute 400V direct current rather than the more conventional
208V to 240V alternating current used in most facilities today.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;High voltage direct current work in datacenters
has been around for around a decade and it is in extensive test at many facilities
world-wide. &lt;span style="mso-spacerun: yes"&gt;&amp;nbsp;&lt;/span&gt;Many companies are 100% focused
on HVDC design consulting with &lt;/font&gt;&lt;a href="http://www.validusdc.com/Validus_Home.html"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Validus&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; being
one of the better known.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The savings potential of HVDC
are often shown to be very exciting with numbers beyond 30% frequently quoted. But
the marketing material I’ve gone through in detail compare excellent HVDC designs
with very poor AC designs. Predictably the savings are around 30%. Unfortunately,
the difference between good AC and bad AC designs are also around 30% :-).&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;When I look closely at HVDC distribution,
I see slight improvements in efficiency at around 3 to 5%, somewhat higher costs of
equipment since it is less broadly used, less equipment availability and longer delivery
times, and somewhat more complex jurisdictional issues with permitting and other approvals
taking longer in some regions. Nonetheless, the picture continues to improve, the
industry as a whole continues to learn, and I think there is a good chance that high
voltage DC distribution will end up becoming a more common choice in modern datacenters.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The Ishikari facility is a high
voltage DC distribution design. I’m looking forward to learning more about this aspect
of the facility and watching how the system performs.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/HVDC_Distribution.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Whole
Building Ductless Cooling&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/b&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Air handling ducts costs money
and restrict flow so why not recognize that the entire purpose of a datacenter shell
is to keep the equipment dry and secure and to transport heat. Instead of installing
extensive duct work, just treat the entire building as a very large air duct. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Perhaps the nicest mechanical
design I’ve come across based upon ductless cooling is the Facebook Prineville facility.
In this design, they use the entire second floor of the building for air handling
and the lower floor for the server rooms.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;img src="http://perspectives.mvdirona.com/content/binary/FacebookPrinevilleMechanicalSystem.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The Ishikari design shares many
design aspects with the Intel Jones Farms facility where the IT equipment is on the
second floor and the electrical equipment is on the first.&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/IshikariDataCenterDesign.jpg"&gt;
&lt;br&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;Aggressive
Free-Air Cooling&lt;/span&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/b&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Looking at the air flow diagram above, you
can see that the Ishikari Datacenter is making good use of the datacenter friendly
climate of Japan and aggressively using free-air cooling. Free-air cooling, often
called &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Economizer"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;air
side economization&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;,
is one of the most effective ways of driving down datacenter costs and substantially
increasing overall efficiency. It’s good to see this design point spreading rapidly.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;More information is available at: &lt;/font&gt;&lt;a href="http://ishikari.sakura.ad.jp/index_eng.html"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://ishikari.sakura.ad.jp/index_eng.html&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;Some datacenter designs I’ve covered
in the past:&lt;br style="mso-special-character: line-break"&gt;
&lt;br style="mso-special-character: line-break"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2011/04/09/OpenComputeMechanicalSystemDesign.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Facebook
Prineville Mechanical Design&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2011/05/04/OpenComputeUPSPowerSupply.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Facebook
Prineville UPS &amp;amp; Power Supply&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2011/04/04/ExampleOfEfficientMechanicalDesign.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Example
of Efficient Mechanical Design&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2010/11/21/46MWWithWaterCoolingAtAPUEOf110.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;46MW
with Water Cooling at a PUE of 1.10&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2011/03/05/YahooComputeCoopDesign.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Yahoo!
Compute Coop Design&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2008/12/03/MicrosoftGeneration4ModularDataCenters.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Microsoft
Gen 4 Modular Data Centers&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;a name=_MailAutoSig&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-no-proof: yes"&gt;&lt;font face=Calibri&gt;James
Hamilton&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-no-proof: yes"&gt;e:&amp;nbsp;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;a href="mailto:jrh@mvdirona.com"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-no-proof: yes"&gt;jrh@mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-no-proof: yes"&gt;w:&amp;nbsp;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;a href="http://www.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-no-proof: yes"&gt;http://www.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-no-proof: yes"&gt;b:&amp;nbsp;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;a href="http://blog.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-no-proof: yes"&gt;http://blog.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-no-proof: yes"&gt;&amp;nbsp;/&amp;nbsp;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-no-proof: yes"&gt;http://perspectives.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt; 
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;img width="0" height="0" src="http://perspectives.mvdirona.com/aggbug.ashx?id=290c1393-d3bd-49bb-a62b-6669e6daea26" /&gt;
&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,290c1393-d3bd-49bb-a62b-6669e6daea26.aspx</comments>
      <category>Hardware</category>
    </item>
    <item>
      <trackback:ping>http://perspectives.mvdirona.com/Trackback.aspx?guid=d57873d0-14ac-42b2-abc2-90e5a447eaf9</trackback:ping>
      <pingback:server>http://perspectives.mvdirona.com/pingback.aspx</pingback:server>
      <pingback:target>http://perspectives.mvdirona.com/PermaLink,guid,d57873d0-14ac-42b2-abc2-90e5a447eaf9.aspx</pingback:target>
      <dc:creator>James Hamilton</dc:creator>
      <wfw:comment>http://perspectives.mvdirona.com/CommentView,guid,d57873d0-14ac-42b2-abc2-90e5a447eaf9.aspx</wfw:comment>
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      <title>ARM V8 Architecture</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,d57873d0-14ac-42b2-abc2-90e5a447eaf9.aspx</guid>
      <link>http://perspectives.mvdirona.com/2012/01/02/ARMV8Architecture.aspx</link>
      <pubDate>Mon, 02 Jan 2012 17:21:02 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Years ago, &lt;/font&gt;&lt;a href="http://www.eecs.berkeley.edu/~pattrsn/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Dave
Patterson&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; remarked that most server
innovations were coming from the mobile device world. He’s right. Commodity system
innovation is driven by volume and nowhere is there more volume than in the mobile
device world.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;The power management techniques
applied fairly successfully over the last 5 years had their genesis in the mobile
world.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;And, as processor power efficiency
improves, memory is on track to become the biggest power consumer in the data center.
I expect the ideas to rein in memory power consumption will again come from the mobile
device world. Just as Eskimo’s are reported (&lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Eskimo_words_for_snow"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;apparently
incorrectly&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt;)
to have 7 words for snow, mobile memory systems have a large array of low power states
with subtly different power dissipations and recovery times. I expect the same techniques
will arrive fairly quickly to the server world.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;a href="http://www.arm.com/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;ARM&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; processors
are used extensively in cell phones and embedded devices. I’ve written frequently
of the possible impact of ARM on the server-side computing world.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/09/07/LinuxApacheOnARMProcessors.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Linux/Apache
on ARM Processors&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/09/16/ARMCortexA9SMPDesignAnnounced.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;ARM
Cortex-A9 SMP Design Announced&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2010/11/20/VeryLowCostLowPowerServers.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Very
Low-Cost, Low-Power Servers&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2011/01/16/NVIDIAProjectDenverARMPoweredServers.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;NVIDIA
Project Denver: ARM Powered Servers&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;ARM remain power efficient while at the same
time they are rapidly gaining the performance and features needed to run demanding
server-side workloads. A key next step was made late last year when ARM announced
the &lt;/font&gt;&lt;a href="http://www.arm.com/about/newsroom/arm-discloses-technical-details-of-the-next-version-of-the-arm-architecture.php"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;ARM
V8 architecture&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;. Key
attributes of the new ARM architecture are:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo2" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;64
bit virtual addressing&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo2" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;40
bit physical addresses&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo2" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;HW
virtualization support&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/APM_ARMv8_ImplementedOnMultipleFPGAs.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;The first implementation of the ARM V8 architecture
was announced the same day by &lt;/font&gt;&lt;a href="http://www.apm.com/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Applied
Micro Devices&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;. The APM design is
available in an &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Field-programmable_gate_array"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;FPGA&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; implementation
for development work this month and is expected to be in final &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/System_on_a_chip"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;system-on-a-chip&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; form
in 2H2012. The APM X-Gene offers:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;64bit
addressing&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;3
Ghz&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Up
to 128 cores&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Super-scalar,
quad issue processor&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;CPU
and I/O virtualization support&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Out
of order processing&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;80
GB/sec memory throughput&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Integrated
Ethernet and PCIe&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Full
LAMP software stack port&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;APM X-Gene announcement:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l2 level1 lfo3" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3 face=Calibri&gt;Press
Release: &lt;/font&gt;&lt;/font&gt;&lt;a href="http://phx.corporate-ir.net/preview/phoenix.zhtml?c=78121&amp;amp;p=irol-newsArticle&amp;amp;ID=1622792&amp;amp;highlight="&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;AppliedMicro
Showcases World’s First 64-bit ARM v8 Core&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l2 level1 lfo3" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3 face=Calibri&gt;Slides: &lt;/font&gt;&lt;/font&gt;&lt;a href="http://mvdirona.com/jrh/TalksAndPapers/APM_ARM_GopiAndRavuri.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Applied
Micro Announces X-Gene&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;More ARM and low power servers
reading:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo2" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3 face=Calibri&gt;ARM
V8 Press Release: &lt;/font&gt;&lt;/font&gt;&lt;a href="http://www.arm.com/about/newsroom/arm-discloses-technical-details-of-the-next-version-of-the-arm-architecture.php"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://www.arm.com/about/newsroom/arm-discloses-technical-details-of-the-next-version-of-the-arm-architecture.php&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo2" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3 face=Calibri&gt;AnandTech: &lt;/font&gt;&lt;/font&gt;&lt;a href="http://www.anandtech.com/show/5027/appliedmicro-announces-xgene-arm-based-socs-for-cloud-computing"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://www.anandtech.com/show/5027/appliedmicro-announces-xgene-arm-based-socs-for-cloud-computing&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo2" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3 face=Calibri&gt;Ars
technica: &lt;/font&gt;&lt;/font&gt;&lt;a href="http://arstechnica.com/business/news/2011/10/arm-aims-for-the-server-room-with-its-new-64-bit-armv8-architecture.ars"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://arstechnica.com/business/news/2011/10/arm-aims-for-the-server-room-with-its-new-64-bit-armv8-architecture.ars&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo2" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3 face=Calibri&gt;CIDR
Paper on low power computing: &lt;/font&gt;&lt;/font&gt;&lt;a href="http://mvdirona.com/jrh/talksandpapers/jameshamilton_cems.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://mvdirona.com/jrh/talksandpapers/jameshamilton_cems.pdf&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo2" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3 face=Calibri&gt;The
Case for Energy Proportional Computing: &lt;/font&gt;&lt;/font&gt;&lt;a href="http://research.google.com/pubs/pub33387.html"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://research.google.com/pubs/pub33387.html&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo2" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3 face=Calibri&gt;ARM
V8 Architecture: &lt;/font&gt;&lt;/font&gt;&lt;a href="http://www.arm.com/files/downloads/ARMv8_Architecture.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://www.arm.com/files/downloads/ARMv8_Architecture.pdf&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;In the 2&lt;sup&gt;nd&lt;/sup&gt; half of
2012 we will have a very capable, 64bit, server-targeted ARM processor implementation
available to systems builders.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;span style="mso-tab-count: 4"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;--jrh&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;a name=_MailAutoSig&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-no-proof: yes"&gt;&lt;font face=Calibri&gt;James
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&lt;o:p&gt;&lt;/o:p&gt;
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&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
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&lt;o:p&gt;&lt;/o:p&gt;
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&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
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&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,d57873d0-14ac-42b2-abc2-90e5a447eaf9.aspx</comments>
      <category>Hardware</category>
    </item>
    <item>
      <trackback:ping>http://perspectives.mvdirona.com/Trackback.aspx?guid=5dd3c6a1-8684-4b07-8765-eb07e5314cb9</trackback:ping>
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      <dc:creator>James Hamilton</dc:creator>
      <wfw:comment>http://perspectives.mvdirona.com/CommentView,guid,5dd3c6a1-8684-4b07-8765-eb07e5314cb9.aspx</wfw:comment>
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      <slash:comments>3</slash:comments>
      <title>Serious Hard Drive Shortage Expected for at Least 2 Quarters</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,5dd3c6a1-8684-4b07-8765-eb07e5314cb9.aspx</guid>
      <link>http://perspectives.mvdirona.com/2011/11/03/SeriousHardDriveShortageExpectedForAtLeast2Quarters.aspx</link>
      <pubDate>Thu, 03 Nov 2011 15:41:22 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;As rescue and relief operations continue in
response to the serious flooding in &lt;/font&gt;&lt;a href="http://maps.google.com/maps?q=Thailand&amp;amp;hl=en&amp;amp;sll=15.876809,100.986328&amp;amp;sspn=47.305752,83.759766&amp;amp;vpsrc=0&amp;amp;hnear=Thailand&amp;amp;t=m&amp;amp;z=6"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Thailand&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; the
focus has correctly been on human health and safety. Early reports estimated 317 fatalities,
700,000 homes and 14,000 factories impacted with over 660,000 not able to work. Good
coverage mostly from the &lt;/font&gt;&lt;a href="http://www.bangkokpost.com/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Bangkok
Post&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; is available at &lt;/font&gt;&lt;a href="http://newley.com/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Newley.com&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; authored
by a reporter in the regoin. For example: &lt;/font&gt;&lt;a href="http://newley.com/2011/11/02/thailand-flooding-update-november-2-2011-front-page-of-todays-bangkok-post/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://newley.com/2011/11/02/thailand-flooding-update-november-2-2011-front-page-of-todays-bangkok-post/&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt;.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;The floods are far from over and, as we look
beyond the immediate problem in country, the impact on the technology world is expected
to continue for just over a year even if the floods do recede in 3 to 4 weeks as expected.
Disk drives are particularly hard hit with &lt;/font&gt;&lt;a href="http://www.digitimes.com/index.asp"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Digitimes
Research&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; reporting
that the flood will create a 12% HDD supply gap in the 4&lt;sup&gt;th&lt;/sup&gt; quarter of 2011
and the gap may increase into 2012.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;Digitimes
estimates the 4Q11 hard disk drive shortage to reach 19 million units.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/DigitimesHDD_SupplyGap.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Western Digital was hit the hardest by the
floods with Tim Leyden, WD COO describing the situation in the last &lt;/font&gt;&lt;a href="http://www.wdc.com/en/company/investor/Q112remarks.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;investor
quarterly report&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; as:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font face=Calibri&gt;&lt;span class=apple-style-span&gt;&lt;span style="BACKGROUND: white; COLOR: #4d4c4c; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-bidi-font-size: 10.0pt"&gt;The
flooded buildings in Thailand include our HDD assembly, test and slider facilities
where a substantial majority of our slider fabrication capacity resides. In parallel
with the internal slider shortages resulting from the above disruption, we are also
experiencing other shortages on component parts from vendors located in several Thai
industrial parks that have already been inundated by the floods, or have been affected
by protective plant shutdowns.&amp;nbsp; We are evaluating the situation on a continuous
basis, but &amp;nbsp;in order to get these facilities back up and running, we need the
water level to stabilize, after which point it will take some period of time for the
floods to recede. We are assessing our options so that we can safely begin working
to accelerate the water removal and either extract and transfer the equipment to clean-rooms
in other locations or prepare it for operation on-site. As a result of these activities,
at this point in time, we estimate that our regular capacity and possibly our suppliers
capacity will be significantly constrained for several quarters.&lt;/span&gt;&lt;/span&gt;&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-bidi-font-size: 11.0pt"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Toshiba reports &lt;/font&gt;&lt;a href="http://www.semicon.toshiba.co.jp/eng/event/news/1200765_7141.html"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Impact
of the Floods in Thailand&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; they
were seriously impacted as well:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="LINE-HEIGHT: 15.75pt; MARGIN: 0in 0in 0pt 0.25in" class=MsoNormal&gt;
&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-latin"&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Location:
Navanakorn Industrial Estate Zone, Pathumtani, Thailand&lt;br&gt;
Main Product: Hard Disk Drive&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="LINE-HEIGHT: 13.5pt; TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1; tab-stops: list 1.25in" class=MsoNormal&gt;
&lt;span style="FONT-FAMILY: Symbol; COLOR: black; FONT-SIZE: 10pt; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-size: 11.0pt"&gt;&lt;span style="mso-list: Ignore"&gt;·&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-latin"&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Damage
status: The water is 2 meters high on the site and the surrounding area and more than
1 meter deep in the buildings. Facilities are damaged but no employees have been injured
in the factory.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="LINE-HEIGHT: 13.5pt; TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1; tab-stops: list 1.0in" class=MsoNormal&gt;
&lt;span style="FONT-FAMILY: Symbol; COLOR: black; FONT-SIZE: 10pt; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-size: 11.0pt"&gt;&lt;span style="mso-list: Ignore"&gt;·&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-latin"&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Alternative
sites: We have started alternative production at other factories, but the production
volume will be limited by available capacity.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="LINE-HEIGHT: 13.5pt; TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1; tab-stops: list 1.0in" class=MsoNormal&gt;
&lt;span style="FONT-FAMILY: Symbol; COLOR: black; FONT-SIZE: 10pt; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-size: 11.0pt"&gt;&lt;span style="mso-list: Ignore"&gt;·&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="COLOR: black; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-latin"&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Operation:
All the employees have been evacuated from the industrial zone, at the order of the
Thai government. With the water at its current level, we anticipate a long-term shutdown.
The date of resumption of operation is unpredictable.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&lt;/font&gt;&amp;nbsp;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Because the hard disk supply chain is heavily
represented in this region, many hard disk manufacturers with unaffected plants will
still lose capacity. &lt;/font&gt;&lt;a href="http://www.nobleresearch.com/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Noble
Financial Equity Research&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; made
the following 4&lt;sup&gt;th&lt;/sup&gt; quarter shipped volume estimates:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/NobleFinancialHDD_ShipmentEstimates.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;Continuing with data from Noble
Financial Equity Research:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Due
to the effects of flooding, we do not expect the industry to return to normalcy for
3 to 4 quarters&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;We
see only 120M drives shipped this quarter versus the TAM (total addressable market)
of 175M to 180M units&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Due
to lack of channel and finished goods inventory, the supply shortfall in the March
quarter is also expected to be sever despite higher expected drive shipments and component
availability&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;By
shifting production out of Asian plants, critical component supplier Nidec believes
it can ramp to an output of 170 drive motors by the March quarter&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;We
see significantly higher drive and component prices persisting into the summer months
of 2012&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Seagate
will be the principal beneficiary of the supply shortage and higher pricing&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;We
believe Hutchinson (drive suspension manufacturer) will be able to rapidly ramp its
US assembly operations and higher suspension prices will offset the reduced business
from Western Digital&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;a name=_MailAutoSig&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font face=Calibri&gt;James
Hamilton&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;e:&amp;nbsp;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;a href="mailto:jrh@mvdirona.com"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;jrh@mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;w:&amp;nbsp;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;a href="http://www.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;http://www.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;b:&amp;nbsp;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;a href="http://blog.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;http://blog.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&amp;nbsp;/&amp;nbsp;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/"&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font face=Calibri&gt;http://perspectives.mvdirona.com&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;img width="0" height="0" src="http://perspectives.mvdirona.com/aggbug.ashx?id=5dd3c6a1-8684-4b07-8765-eb07e5314cb9" /&gt;
&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,5dd3c6a1-8684-4b07-8765-eb07e5314cb9.aspx</comments>
      <category>Hardware</category>
    </item>
    <item>
      <trackback:ping>http://perspectives.mvdirona.com/Trackback.aspx?guid=f8d4a753-f830-4ebe-909d-725bf5e90c5b</trackback:ping>
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      <dc:creator>James Hamilton</dc:creator>
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      <slash:comments>4</slash:comments>
      <title>Software Define Networking Comes of Age</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,f8d4a753-f830-4ebe-909d-725bf5e90c5b.aspx</guid>
      <link>http://perspectives.mvdirona.com/2011/10/23/SoftwareDefineNetworkingComesOfAge.aspx</link>
      <pubDate>Sun, 23 Oct 2011 15:57:07 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;From the &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/12/19/NetworkingTheLastBastionOfMainframeComputing.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Last
Bastion of Mainframe Computing&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt; Perspectives
post:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font face=Calibri&gt;&lt;span style="BACKGROUND: white; COLOR: black; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"&gt;The
networking equipment world looks just like mainframe computing ecosystem did 40 years
ago. A small number of players produce vertically integrated solutions where the ASICs
(the central processing unit responsible for high speed data packet switching), the
hardware design, the hardware manufacture, and the entire software stack are stack
are single sourced and vertically integrated.&amp;nbsp;&lt;span class=apple-converted-space&gt;&amp;nbsp;&lt;/span&gt;Just
as you couldn’t run IBM MVS on a Burrows computer, you can’t run Cisco IOS on Juniper
equipment.&lt;/span&gt;&lt;span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin"&gt;&lt;font color=#000000&gt; &lt;/font&gt;&lt;span style="BACKGROUND: white; COLOR: black"&gt;When
networking gear is purchased, it’s packaged as a single sourced, vertically integrated
stack. In contrast, in the commodity server world, starting at the most basic component,
CPUs are multi-sourced. We can get CPUs from AMD and Intel. Compatible servers built
from either Intel or AMD CPUs are available from HP, Dell, IBM, SGI, ZT Systems, Silicon
Mechanics, and many others.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;Any of these
servers can support both proprietary and open source operating systems. The commodity
server world is open and multi-sourced at every layer in the stack.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&gt; 
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 face=Calibri&gt;&lt;font size=3&gt;Last week the &lt;/font&gt;&lt;span style="COLOR: #003300"&gt;&lt;a href="http://opennetsummit.org/"&gt;&lt;span style="mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font color=#0000ff size=3&gt;Open
Network Summit&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&amp;nbsp;&lt;/span&gt;&lt;/font&gt;&lt;font color=#000000 size=3 face=Calibri&gt;was
hosted at Stanford University. &lt;span style="mso-spacerun: yes"&gt;&amp;nbsp;&lt;/span&gt;This conference
focused on Software Defined Networks in general and &lt;/font&gt;&lt;a href="http://www.openflow.org/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Openflow&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; specifically.
Software defined networking separates out the router control plane responsible for
what is in the routing table from the data plane that makes network packet routing
decisions on the basis of what is actually in the routing table.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;Historically,
both operations have been implemented monolithically in each router. SDN, separates
these functions allowing networking equipment to compete in how efficiently they route
packets on the basis of instructions from a separate SDN control plane. &lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/NickMckeownSDN.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;In the words of OpenFlow founder &lt;/font&gt;&lt;a href="http://tiny-tera.stanford.edu/~nickm/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Nick
Mckeown&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;, Software Defined
Networks (SDN), will: 1) empower network owners/operators, 2) increase the pace of
network innovation, 3) diversify the supply chain, and 4) build a robust foundation
for future networking innovation.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;This conference was a bit of a coming of age
for software defined networking for a couple of reasons. First, an excellent measure
of relevance is who showed up to speak at the conference. From academia, attendees
included Scott Shenker (Berkeley), Nick McKeown (Stanford), and Jennifer Rexford (Princeton). &lt;span style="mso-spacerun: yes"&gt;&amp;nbsp;&lt;/span&gt;From
industry most major networking companies were represented by senior attendees including
Dave Ward (Juniper), Dave Meyer (Cisco), Ken Duda (Arista), Mallik Tatipamula (Ericsson),
Geng Lin (Dell), Samrat Ganguly (NEC), &lt;span style="mso-spacerun: yes"&gt;&amp;nbsp;&lt;/span&gt;and
Charles Clark (HP). And some of the speakers from major networking user companies
included: Stephen Stuart (Google), Albert Greenberg (Microsoft), Stuart Elby (Verizon),
Rainer Weidmann (Deutsche Telekom), and Igor Gashinsky (Yahoo!). The full speaker
list is up at: &lt;/font&gt;&lt;a href="http://opennetsummit.org/speakers.html"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://opennetsummit.org/speakers.html&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;The second data point in support of SDN really
coming of age was &lt;/font&gt;&lt;a href="http://www.1-4-5.net/~dmm/vita.html"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Dave
Meyer&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;, Cisco Distinguished
Engineer, saying during his talk that Cisco was “doing Openflow”. I’ve always joked
that Cisco would rather go bankrupt than support Openflow so this one definitely caught
my interest. Since I wasn’t in attendance myself during Dave’s talk I checked in with
him personally. He corrected that it wasn’t a product announcement. They have Openflow
running on Cisco gear but “no product plans have been announced at this time”. Still
exciting progress and hat’s off for Cisco for taking the first step. Good to see.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;If you want a good summary of what is Software
Defined Networking, perhaps the best description were the slides that Nick presented
at the conference: &lt;/font&gt;&lt;a href="http://mvdirona.com/jrh/TalksAndPapers/NickMckeown_ON%20Summit%20NickM%2010%202011.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://mvdirona.com/jrh/TalksAndPapers/NickMckeown_ON%20Summit%20NickM%2010%202011.pdf&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp;&lt;/span&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;If you are interested in what Cisco’s Dave
Meyer presented at the summit, I’ve posted his slides here: &lt;/font&gt;&lt;a href="http://mvdirona.com/jrh/TalksAndPapers/DavidMeyer_openflow_and_sdn_for_enterprises.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://mvdirona.com/jrh/TalksAndPapers/DavidMeyer_openflow_and_sdn_for_enterprises.pdf&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;Other related postings I’ve made:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2010/10/31/DatacenterNetworksAreInMyWay.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Datacenter
Networks are in my Way&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/10/24/StanfordCleanSlateCTOSummit.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Stanford
Clean Slate CTO Summit&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2011/10/01/ChangesInNetworkingSystems.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Changes
in Networking Systems&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2011/05/20/SoftwareLoadBalancingUsingSoftwareDefinedNetworking.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Software
Load Balancing Using Software Defined Networking&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="BACKGROUND: white; COLOR: black"&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Congratulations
to the Stanford team for hosting a great conference and in helping to drive software
defined networking from a great academic idea to what is rapidly becoming a supported
option industry-wide.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="BACKGROUND: white; COLOR: black"&gt;
&lt;o:p&gt;
&lt;font size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="BACKGROUND: white; COLOR: black"&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;&lt;span style="mso-tab-count: 4"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;--jrh&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;a name=_MailAutoSig&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font face=Calibri&gt;James
Hamilton&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;e:&amp;nbsp;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;a href="mailto:jrh@mvdirona.com"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;jrh@mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;w:&amp;nbsp;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;a href="http://www.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;http://www.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;b:&amp;nbsp;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;a href="http://blog.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;http://blog.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&amp;nbsp;/&amp;nbsp;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;http://perspectives.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt; 
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;img width="0" height="0" src="http://perspectives.mvdirona.com/aggbug.ashx?id=f8d4a753-f830-4ebe-909d-725bf5e90c5b" /&gt;
&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,f8d4a753-f830-4ebe-909d-725bf5e90c5b.aspx</comments>
      <category>Hardware</category>
      <category>Software</category>
    </item>
    <item>
      <trackback:ping>http://perspectives.mvdirona.com/Trackback.aspx?guid=c3d177fd-8467-4255-a217-f0034498a94a</trackback:ping>
      <pingback:server>http://perspectives.mvdirona.com/pingback.aspx</pingback:server>
      <pingback:target>http://perspectives.mvdirona.com/PermaLink,guid,c3d177fd-8467-4255-a217-f0034498a94a.aspx</pingback:target>
      <dc:creator>James Hamilton</dc:creator>
      <wfw:comment>http://perspectives.mvdirona.com/CommentView,guid,c3d177fd-8467-4255-a217-f0034498a94a.aspx</wfw:comment>
      <wfw:commentRss>http://perspectives.mvdirona.com/SyndicationService.asmx/GetEntryCommentsRss?guid=c3d177fd-8467-4255-a217-f0034498a94a</wfw:commentRss>
      <title>Consolidation in Networking: Intel Buys Fulcrum Microsystems</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,c3d177fd-8467-4255-a217-f0034498a94a.aspx</guid>
      <link>http://perspectives.mvdirona.com/2011/07/24/ConsolidationInNetworkingIntelBuysFulcrumMicrosystems.aspx</link>
      <pubDate>Sun, 24 Jul 2011 23:13:14 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Great things are happening in
the networking market. We’re transitioning from vertically integrated mainframe-like
economics to a model similar to what we have in the server world. In the server ecosystems,
we have Intel, AMD and others competing to provide the CPU. At the layer above, we
have ZT Systems, HP, Dell DCS, SGI, IBM, and many others building servers based upon
whichever CPU the customer choses to use.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;Above
that layer, we have wide variety of open sources and proprietary software stacks that
run on servers from any of the providers which include any of the CPU providers silicon.
There is competition at all layers in the stack.&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&lt;/font&gt;&amp;nbsp;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt;
&lt;o:p&gt;
&lt;img src="http://perspectives.mvdirona.com/content/binary/NetGearEcoSystem.jpg"&gt;
&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;
&lt;o:p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
The networking world is finally heading down the right path with competing merchant
silicone providers for the core data plane processing engines used in networking gear
(Application Specific Integrated Circuits or ASICs). These ASICs are supplied by &lt;a href="http://www.broadcom.com/"&gt;&lt;font color=#0000ff&gt;Broadcom&lt;/font&gt;&lt;/a&gt;, &lt;a href="http://www.fulcrummicro.com/"&gt;&lt;font color=#0000ff&gt;Fulcrum&lt;/font&gt;&lt;/a&gt;, &lt;a href="http://www.marvell.com/"&gt;&lt;font color=#0000ff&gt;Marvel&lt;/font&gt;&lt;/a&gt;,
and others.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;A given ASIC will be built
into switch gear by many competitors. Above that layer, there are open source networking
protocol stacks (&lt;a href="http://www.quagga.net/"&gt;&lt;font color=#0000ff&gt;Quagga&lt;/font&gt;&lt;/a&gt; and &lt;a href="http://www.xorp.org/"&gt;&lt;font color=#0000ff&gt;Xorp&lt;/font&gt;&lt;/a&gt;)
as well as ASIC independent commercial protocol stacks (&lt;a href="http://www.ipinfusion.com/"&gt;&lt;font color=#0000ff&gt;IP
Infusion&lt;/font&gt;&lt;/a&gt;&amp;nbsp;and &lt;a href="http://www.aricent.com/services/network-consulting-and-integration.html"&gt;&lt;font color=#0000ff&gt;Ariscent&lt;/font&gt;&lt;/a&gt;)
and also proprietary stacks.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;&amp;nbsp;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
This is all good news.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;In fact, things
are moving so fast we’re already starting to see some consolidation in the industry
with &lt;a href="http://investor.broadcom.com/releasedetail.cfm?ReleaseID=427149"&gt;&lt;font color=#0000ff&gt;Broadcom
acquiring Dune Networks&lt;/font&gt;&lt;/a&gt; in November 2009 and just last week &lt;a href="http://newsroom.intel.com/community/intel_newsroom/blog/2011/07/19/intel-to-acquire-fulcrum-microsystems?cid=rss-258152-c1-268795"&gt;&lt;font color=#0000ff&gt;Intel
acquired Fulcrum Microsystems&lt;/font&gt;&lt;/a&gt;. The Intel acquisition of &lt;a href="http://www.fulcrummicro.com/"&gt;&lt;font color=#0000ff&gt;Fulcrum&lt;/font&gt;&lt;/a&gt; is
a potentially a good thing for the industry in that Fulcrum may now have even more
investment capital. However, Fulcrum were hardly starving before having been through
five rounds of venture funding netting a booming $102M.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;&lt;a href="http://www.broadcom.com/"&gt;&lt;font color=#0000ff&gt;Broadcom&lt;/font&gt;&lt;/a&gt; remains
the biggest player in the networking merchant silicon market with a market capitalization
of &lt;a href="http://www.google.com/finance?q=NASDAQ:BRCM"&gt;&lt;font color=#0000ff&gt;$19.1B&lt;/font&gt;&lt;/a&gt;.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;&amp;nbsp;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
Hopefully this major acquisition will even further ramp up the pace of innovation
and competition in the networking world. I suspect it will even though it feels early
for this market to be consolidating. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;&amp;nbsp;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
Related press articles:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;·&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://newsroom.intel.com/community/intel_newsroom/blog/2011/07/19/intel-to-acquire-fulcrum-microsystems?cid=rss-258152-c1-268795"&gt;&lt;font color=#0000ff&gt;Intel
press release&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;·&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://www.theregister.co.uk/2011/07/19/intel_acquires_fulcrum_microsystems/"&gt;&lt;font color=#0000ff&gt;The
Register&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;·&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://news.cnet.com/8301-1001_3-20080912-92/intel-to-acquire-fulcrum-microsystems/"&gt;&lt;font color=#0000ff&gt;CNET&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
Related blogs:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo2" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;·&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://www.aristanetworks.com/en/blogs/?p=551"&gt;&lt;font color=#0000ff&gt;Andy
Bechtolsheim: The March to Merchant Silicon in 10Gbe Cloud Networking&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo2" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;·&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2010/10/31/DatacenterNetworksAreInMyWay.aspx"&gt;&lt;font color=#0000ff&gt;Datacenter
Networks are in My Way&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;&amp;nbsp;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-tab-count: 4"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;--jrh&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;&amp;nbsp;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;a name=_MailAutoSig&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;James
Hamilton&lt;/span&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;e:&amp;nbsp;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;a href="mailto:jrh@mvdirona.com"&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;jrh@mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;w:&amp;nbsp;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;a href="http://www.mvdirona.com/"&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;http://www.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;b:&amp;nbsp;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;a href="http://blog.mvdirona.com/"&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;http://blog.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&amp;nbsp;/&amp;nbsp;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/"&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;http://perspectives.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: black; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt; 
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;&amp;nbsp;&lt;/o:p&gt;
&lt;/p&gt;
&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&lt;img width="0" height="0" src="http://perspectives.mvdirona.com/aggbug.ashx?id=c3d177fd-8467-4255-a217-f0034498a94a" /&gt;
&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,c3d177fd-8467-4255-a217-f0034498a94a.aspx</comments>
      <category>Hardware</category>
    </item>
    <item>
      <trackback:ping>http://perspectives.mvdirona.com/Trackback.aspx?guid=df8b10ff-afb3-4e7a-9714-55436dc9d683</trackback:ping>
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      <dc:creator>James Hamilton</dc:creator>
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      <slash:comments>4</slash:comments>
      <title>Open Compute UPS &amp; Power Supply</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,df8b10ff-afb3-4e7a-9714-55436dc9d683.aspx</guid>
      <link>http://perspectives.mvdirona.com/2011/05/04/OpenComputeUPSPowerSupply.aspx</link>
      <pubDate>Wed, 04 May 2011 13:24:34 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;This note looks at the &lt;/font&gt;&lt;a href="http://opencompute.org/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Open
Compute Project&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; distributed &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Uninterruptible_power_supply"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Uninterruptable
Power Supply&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; (UPS) and server &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Power_supply_unit_(computer)"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Power
Supply Unit&lt;/font&gt;&lt;/a&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt; (PSU).
This is the last in a series of notes looking at the Open Compute Project. Previous
articles include:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2011/04/07/OpenComputeProject.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Open
Compute Project&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2011/04/21/OpenComputeServerDesign.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Open
Compute Server Design&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2011/04/09/OpenComputeMechanicalSystemDesign.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Open
Compute Mechanical Design&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;The open compute uses a semi-distributed uninterruptable
power supply (UPS) system. Most data centers use central UPS systems where large the
UPS is part of the central power distribution system. In this design, the UPS is in
the 480 3 phase part of the central power distribution system prior to the step down
to 208VAC. Typical capacities range from 750kVA to 1,000kVA. An alternative approach
is a distributed UPS like that used by a previous generation &lt;/font&gt;&lt;a href="http://arstechnica.com/hardware/news/2009/04/the-beast-unveiled-inside-a-google-server.ars"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Google
server design&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/GoogleServer.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;In a distributed UPS, each server
has its own 12VDC battery to serve as backup power. This design has the advantage
of being very reliable with the batter directly connected to the server 12V rail.
Another important advantage is the small fault containment zone (small “blast radius”)
where a UPS failure will only impact a single server. With a central UPS, a failure
could drop the load on 100 racks of servers or more. But, there are some downsides
of distributed UPS. The first is that batteries are stored with the servers. Batteries
take up considerable space, can emit corrosive gasses, don’t operate well at high
temperature, and require chargers and battery monitoring circuits. As much as I like
aspects of the distributed UPS design, it’s hard to cost effectively and, consequently,
is very uncommon.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The Open Compute UPS design is
a semi-distributed approach where each UPS is on the floor with servers but rather
than having 1 UPS per server (distributed UPS) or 1 UPS per order 100 racks (central
UPS with roughly 4,000 servers), they have 1 UPS per 6 racks (180 servers).&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/OpenComputeUPSandRacks.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;In this design the battery rack
is the central rack flanked by two triple racks of servers. Like the server racks,
the UPS is delivered 480VAC 3 phase directly. At the top of the battery rack, they
have control circuitry, circuit breakers, and rectifiers to charge the battery banks. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/OpenComputeDistributedUPS.jpg"&gt;
&lt;br&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;What’s somewhat unusual in the
output stage of the UPS doesn’t include inverters to convert the direct current back
to the alternating current required by a standard server PSU. Instead the UPS output
is 48V direct current which is delivered directly to the three racks on either side
of the UPS. This has the upside of avoiding the final invert stage which increases
efficiency. There is a cost to avoiding converting back to AC.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;The
most important downside is they need to effectively have two server power supplies
where one accepts 277VAC and the other accepts 48VDC from the UPS. The second disadvantage
is using 48V distribution is inefficient over longer distances due to conductor losses
at high amperage. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The problem with power distribution
efficiency is partially mitigated by keeping the UPS close to servers where the 6
racks its feeds are on either side of the UPS so the distances are actually quite
short. And, since the UPS is only used during short periods of time between the start
of a power failure and the generators taking over, the efficiency of distribution
is actually not that important a factor. The second issue remains, each server power
supply is effectively two independent PSUs.&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/OpenComputePSU.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The server PSU looks fairly conventional
in that it’s a single box. But, included in the single box, is two independent PSUs
and some control circuitry. This has the downside of forcing the use of a custom,
non-commodity power supply. Lower volume components tend to cost more. However, the
power supply is a small part of the cost of a server so this additional cost won’t
have a substantially negative impact. And, it’s a nice, reliable design with a small
fault containment zone which I really like. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The Open Compute UPS and power
distribution system avoids one level of power conversion common in most data centers,
delivers somewhat higher voltages (277VAC rather than 208VAC) close to the load, and
has the advantage of a small fault zone.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;a name=_MailAutoSig&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;James
Hamilton&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt;e: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="mailto:jrh@mvdirona.com"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-bidi-font-size: 11.0pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;jrh@mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt;w: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://www.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-bidi-font-size: 11.0pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;http://www.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt;b: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://blog.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-bidi-font-size: 11.0pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;http://blog.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt; / &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-bidi-font-size: 11.0pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;http://perspectives.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt; &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;img width="0" height="0" src="http://perspectives.mvdirona.com/aggbug.ashx?id=df8b10ff-afb3-4e7a-9714-55436dc9d683" /&gt;
&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,df8b10ff-afb3-4e7a-9714-55436dc9d683.aspx</comments>
      <category>Hardware</category>
    </item>
    <item>
      <trackback:ping>http://perspectives.mvdirona.com/Trackback.aspx?guid=49aa8019-37a9-4395-b6cd-63a85672d144</trackback:ping>
      <pingback:server>http://perspectives.mvdirona.com/pingback.aspx</pingback:server>
      <pingback:target>http://perspectives.mvdirona.com/PermaLink,guid,49aa8019-37a9-4395-b6cd-63a85672d144.aspx</pingback:target>
      <dc:creator>James Hamilton</dc:creator>
      <wfw:comment>http://perspectives.mvdirona.com/CommentView,guid,49aa8019-37a9-4395-b6cd-63a85672d144.aspx</wfw:comment>
      <wfw:commentRss>http://perspectives.mvdirona.com/SyndicationService.asmx/GetEntryCommentsRss?guid=49aa8019-37a9-4395-b6cd-63a85672d144</wfw:commentRss>
      <title>European Data Center Efficiency Summit</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,49aa8019-37a9-4395-b6cd-63a85672d144.aspx</guid>
      <link>http://perspectives.mvdirona.com/2011/04/29/EuropeanDataCenterEfficiencySummit.aspx</link>
      <pubDate>Fri, 29 Apr 2011 13:18:40 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="FONT-FAMILY: 'Arial','sans-serif'; COLOR: #666666; FONT-SIZE: 11pt"&gt;Google
cordially invites you to participate in a European Summit on sustainable Data Centres.
This event will focus on energy-efficiency best practices that can be applied to multi-MW
custom-designed facilities, office closets, and everything in between. Google and
other industry leaders will present case studies that highlight easy, cost-effective
practices to enhance the energy performance of Data Centres.&lt;/span&gt;&lt;span style="FONT-FAMILY: 'Times','serif'; COLOR: #666666; FONT-SIZE: 13.5pt"&gt;
&lt;br&gt;
&lt;br&gt;
&lt;/span&gt;&lt;span style="FONT-FAMILY: 'Arial','sans-serif'; COLOR: #666666; FONT-SIZE: 11pt"&gt;The
summit will also include a dedicated session on cooling. Presenters will detail climate-specific
implementations of free cooling as well as novel ways to utilise locally -available
opportunities. We will also debate climate-independent PUE targets.&lt;/span&gt;&lt;span style="FONT-FAMILY: 'Times','serif'; COLOR: #666666; FONT-SIZE: 13.5pt"&gt;
&lt;br&gt;
&lt;br&gt;
&lt;/span&gt;&lt;span style="FONT-FAMILY: 'Arial','sans-serif'; COLOR: #666666; FONT-SIZE: 11pt"&gt;The
agenda includes presentations and panel discussions featuring Amazon, DeepGreen, eBay,
Google, IBM, Microsoft, Norman Disney &amp;amp; Young, PlusServer, Telecity Group, The
Green Grid, UK's Chartered Institute for IT, UBS and others.&lt;/span&gt;&lt;span style="FONT-FAMILY: 'Times','serif'; COLOR: #666666; FONT-SIZE: 13.5pt"&gt;
&lt;br&gt;
&lt;br&gt;
&lt;/span&gt;&lt;span style="FONT-FAMILY: 'Arial','sans-serif'; COLOR: #666666; FONT-SIZE: 11pt"&gt;Attendance
is free. However, space is limited and we therefore encourage you to register online
at your earliest convenience. Your participation will be confirmed.&lt;/span&gt;&lt;span style="FONT-FAMILY: 'Times','serif'; COLOR: #666666; FONT-SIZE: 13.5pt"&gt;
&lt;br&gt;
&lt;br&gt;
&lt;/span&gt;&lt;span style="FONT-FAMILY: 'Arial','sans-serif'; COLOR: #666666; FONT-SIZE: 11pt"&gt;We
look forward to seeing you and your colleagues in Zurich!&lt;/span&gt;&lt;span style="FONT-FAMILY: 'Times','serif'; COLOR: #666666; FONT-SIZE: 13.5pt"&gt;
&lt;br&gt;
&lt;br&gt;
&lt;/span&gt;&lt;span style="FONT-FAMILY: 'Arial','sans-serif'; COLOR: #666666; FONT-SIZE: 11pt"&gt;Contact:&lt;/span&gt;&lt;span style="FONT-FAMILY: 'Arial','sans-serif'; COLOR: #666666; FONT-SIZE: 11pt"&gt;&lt;a href="mailto:datacentersummit2011@google.com" target=_blank&gt;&lt;span style="COLOR: #24466b"&gt;datacentersummit2011@google.com&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;span style="FONT-FAMILY: 'Times','serif'; COLOR: #666666; FONT-SIZE: 13.5pt"&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;img width="0" height="0" src="http://perspectives.mvdirona.com/aggbug.ashx?id=49aa8019-37a9-4395-b6cd-63a85672d144" /&gt;
&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,49aa8019-37a9-4395-b6cd-63a85672d144.aspx</comments>
      <category>Hardware</category>
    </item>
    <item>
      <trackback:ping>http://perspectives.mvdirona.com/Trackback.aspx?guid=d98b6dca-f0bd-42c6-82ff-8872eab0d849</trackback:ping>
      <pingback:server>http://perspectives.mvdirona.com/pingback.aspx</pingback:server>
      <pingback:target>http://perspectives.mvdirona.com/PermaLink,guid,d98b6dca-f0bd-42c6-82ff-8872eab0d849.aspx</pingback:target>
      <dc:creator>James Hamilton</dc:creator>
      <wfw:comment>http://perspectives.mvdirona.com/CommentView,guid,d98b6dca-f0bd-42c6-82ff-8872eab0d849.aspx</wfw:comment>
      <wfw:commentRss>http://perspectives.mvdirona.com/SyndicationService.asmx/GetEntryCommentsRss?guid=d98b6dca-f0bd-42c6-82ff-8872eab0d849</wfw:commentRss>
      <slash:comments>16</slash:comments>
      <title>Open Compute Server Design</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,d98b6dca-f0bd-42c6-82ff-8872eab0d849.aspx</guid>
      <link>http://perspectives.mvdirona.com/2011/04/21/OpenComputeServerDesign.aspx</link>
      <pubDate>Thu, 21 Apr 2011 02:56:09 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Last Thursday Facebook announced the &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2011/04/07/OpenComputeProject.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Open
Compute Project&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; where they released
pictures and &lt;/font&gt;&lt;a href="http://opencompute.org/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;specifications&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; for
their Prineville Oregon datacenter and the servers and infrastructure that will populate
that facility. In my last blog, &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2011/04/09/OpenComputeMechanicalSystemDesign.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Open
Compute Mechanical System Design&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt; I
walked through the mechanical system in some detail. In this posting, we’ll have a
closer look at the Facebook Freedom Server design.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Chassis
Design:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/b&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;The first thing you’ll notice when looking
at the Facebook chassis design is there are only 30 servers per rack. They are challenging
one of the strongest held beliefs in the industry that is density is the primary design
goal and more density is good. I 100% agree with Facebook and have long argued that
density is a false god. See my rant&lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2008/09/11/WhyBladeServersArentTheAnswerToAllQuestions.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt; Why
Blade Servers aren’t the Answer to all Questions&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt; for
more on this one.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;Density isn’t a bad
thing but paying more to get denser designs that cost more to cool is usually a mistake.
This is what I’ve referred to in the past as the Blade Server Tax.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;When you look closer at the Facebook design,
you’ll note that the servers are more than 1 &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Rack_unit"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Rack
Unit (RU)&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; high but
less than 2 RU. They choose a non-standard 1.5RU server pitch. The argument is that
1RU server fans are incredibly inefficient. Going with 60mm fans (fit in 1.5RU) dramatically
increases their efficiency but moving further up to 2RU isn’t notably better. So,
on that observation, they went with 60mm fans and a 1.5RU server pitch.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/OpenComputeFanEfficiency1.jpg"&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;span style="FONT-FAMILY: 'Calibri','sans-serif'; FONT-SIZE: 11pt; mso-fareast-font-family: Calibri; mso-fareast-theme-font: minor-latin; mso-bidi-font-family: 'Times New Roman'; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-bidi; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA"&gt;&lt;font color=#000000&gt;I
completely agree that optimizing for density is a mistake and that 1RU fans should
be avoided at all costs so, generally, I like this design point. One improvement worth
considering is to move the fans out of the server chassis entirely and go with very
large fans on the back of the rack. This allows a small gain in fan efficiency by
going with larger still fans and allows a denser server configuration without loss
of efficiency or additional cost. Density without cost is a fine thing and, in this
case, I suspect 40 to 80 servers per rack could be delivered without loss of efficiency
or additional cost so would be worth considering.&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;span style="FONT-FAMILY: 'Calibri','sans-serif'; FONT-SIZE: 11pt; mso-fareast-font-family: Calibri; mso-fareast-theme-font: minor-latin; mso-bidi-font-family: 'Times New Roman'; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-bidi; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA"&gt;&lt;/span&gt;&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/OpenComputePopulatedChasis.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;The next thing you’ll notice when
studying the chassis above is that there is no server case.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;All
the components are exposed for easy service and excellent air flow. And, upon more
careful inspection, you’ll note that all components are snap in and can be serviced
without tools. Highlights:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;1.5
RU pitch&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;1.2
MM stamped pre-plated steel&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Neat,
integrated cable management&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;4
rear mounted 60mm fans&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Tool-less
design with snap plungers holding all components&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;100%
front cable access&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Motherboards:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/b&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The Open Compute project supports
two motherboard designs where 1 uses an Intel processors and the other uses AMD. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;p&gt;
Intel Motherboard:
&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/OpenComputeIntelMotherboard.jpg"&gt;
&lt;/p&gt;
&lt;p&gt;
AMD Motherboard:
&lt;/p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/OpenComputeAMD_Motherboard.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Note that these boards are both
12V only designs.&amp;nbsp;&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Power
Supply:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/b&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The power supply (PSU) is an usual
design in two dimensions: 1) it is a single output voltage 12v design and 2) it’s
actually two independent power supplies in a single box. Single voltage supplies are
getting more common but commodity server power supplies still usually deliver 12V,
5V, and 3.3V.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;Even though processors
and memory require somewhere between 1 and 2 volts depending upon the technology,
both typically are fed by the 12V power rail through a Voltage Regulator Down (VRD)
or Voltage Regulator Module (VRM). The Open Compute approach is to use deliver 12V
only to the board and to produce all other required voltages via an Voltage Regulator
Module on the mother board. This simplifies the power supply design somewhat and they
avoid cabling by having the motherboard connecting directly to the server PSU.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/OpenComputePowerSupply.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;The Open Compute Power Supply
is has two power sources. The primary source is 277V alternating current (AC) and
the backup power source is 48V direct current (DC). The output voltage from both supplies
is the same 12V DC power rail that is delivered to the motherboard. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Essentially this supply is two
independent PSUs with a single output rail. The choice of 277VAC is unusual with most
high-scale data centers run on 208VAC. But 277 allows one power conversion stage to
be avoided and is therefore more power efficient.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Most data centers have mid-voltage
transformers(typically in the 13.2kv range but it can vary widely by location). This
voltage is stepped down to 480V three phase power in North America and 400V 3 phase
in much of the rest of the world.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;The
480VAC 3p power is then stepped down to 208VAC for delivery to the servers. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;The trick that Facebook is employing
in their datacenter power distribution system is to avoid one power conversion by
not doing the 480VAC to 208VAC conversion. Instead, they exploit the fact that each
phase of 480 3p power is 277VAC between the phase and neutral.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;This
avoids a power transformation step which improves overall efficiency. The negatives
of this approach are 1) commodity power supplies can’t be used (277VAC is beyond the
range of commodity PSUs) and 2) the load on each of the three phases need to be balanced.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;Generally,
this is a good design tradeoff where the increase in efficiency justifies the additional
cost and complexity. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;An alternative but very similar
approach that I like even better is to step down mid-voltage to 400VAC 3p and then
play the same phase to neutral trick described above. This technique still has the
advantage of avoiding 1 layer of power transformation. What is different is the resultant
phase to neutral voltage delivered to the servers is 230VAC which allows commodity
power supplies to be used.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;The disadvantage
of this design is that the mid-voltage to 400VAC 3p transformer is not in common use
in North America. However this is a common transformer in other parts of the world
so they are still fairly easily attainable.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Clearly, any design that avoids
a power transformation stage is a substantial improvement over most current distribution
systems. The ability to use commodity server power supplies unchanged makes the 400
3p to neutral trick look slightly better than the 480VAC 3p approach but all designs
need to be considered in the larger context in which they operate. Since the Facebook
power redundancy system requires the server PSU to accept both a primary alternating
current input and a backup 48VDC input, special purpose build supplies need to be
used. Since a custom PSU is needed for other reasons, going with 277VAC as the primary
voltage makes perfect sense.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 face=Calibri&gt;&lt;font size=3&gt;Overall a very efficient and elegant
design that I’ve enjoyed studying. Thanks to &lt;/font&gt;&lt;span style="COLOR: #003300"&gt;&lt;a href="http://www.facebook.com/amir"&gt;&lt;span style="mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font color=#0000ff size=3&gt;Amir
Michael&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&amp;nbsp;&lt;/span&gt;&lt;/font&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;of
the Facebook hardware design team for the detail and pictures.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;span style="mso-tab-count: 3"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;--jrh&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;a name=_MailAutoSig&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;James
Hamilton&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt;e: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="mailto:jrh@mvdirona.com"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-bidi-font-size: 11.0pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;jrh@mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt;w: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://www.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-bidi-font-size: 11.0pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;http://www.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt;b: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://blog.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-bidi-font-size: 11.0pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;http://blog.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt; / &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-bidi-font-size: 11.0pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;http://perspectives.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt; &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;img width="0" height="0" src="http://perspectives.mvdirona.com/aggbug.ashx?id=d98b6dca-f0bd-42c6-82ff-8872eab0d849" /&gt;
&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,d98b6dca-f0bd-42c6-82ff-8872eab0d849.aspx</comments>
      <category>Hardware</category>
    </item>
    <item>
      <trackback:ping>http://perspectives.mvdirona.com/Trackback.aspx?guid=11fe23b7-c866-4374-9ff3-4dd98a82b4b2</trackback:ping>
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      <dc:creator>James Hamilton</dc:creator>
      <wfw:comment>http://perspectives.mvdirona.com/CommentView,guid,11fe23b7-c866-4374-9ff3-4dd98a82b4b2.aspx</wfw:comment>
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      <slash:comments>17</slash:comments>
      <title>Open Compute Mechanical System Design</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,11fe23b7-c866-4374-9ff3-4dd98a82b4b2.aspx</guid>
      <link>http://perspectives.mvdirona.com/2011/04/09/OpenComputeMechanicalSystemDesign.aspx</link>
      <pubDate>Sat, 09 Apr 2011 17:43:40 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Last week Facebook announced the Open Compute
Project (&lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2011/04/07/OpenComputeProject.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Perspectives&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;, &lt;/font&gt;&lt;a href="http://opencompute.org/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Facebook&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;).
I linked to the detailed specs in my general notes on &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2011/04/07/OpenComputeProject.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Perspectives&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt; and
said I would follow up with more detail on key components and design decisions I thought
were particularly noteworthy.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt;In
this post we’ll go through the mechanical design in detail.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
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&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;As long time readers of this blog will know,
PUE has many issues (&lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2010/05/25/PUEIsStillBrokenAndIStillUseIt.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;PUE
is still broken and I still use it&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;)
and is mercilessly gamed in marketing literature (&lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/06/15/PUEAndTotalPowerUsageEfficiencyTPUE.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;PUE
and tPUE&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;). The Facebook
published literature predicts that this center will deliver a PUE of 1.07. Ignoring
the power requirements of the mechanical systems, just delivering power to the servers
at a 7% loss is a considerable challenge. I’m slightly skeptical of this number as
a fully loaded, annual PUE number but I can say with confidence that it is one of
the nicest mechanical designs I have come across. Hats off to Jay Park and the rest
of the Facebook DC design team.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Perhaps the best way to understand
the mechanical design is to first walk through the mechanical system diagram and then
step through the actual deployment in pictures.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/FacebookPrinevilleMechanicalSystem.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;In the mechanical system diagram
you will first note there is no process based cooling (no air conditioning) and no
chilled water loop. It’s a 100% air cooled with all IT equipment cooling via outside
air which is particularly effective with the favorable weather conditions experienced
in central Oregon.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The outside air is pulled in from
outside, mixed with a controlled volume of return air to avoid over-cooling in winter,
filtered, evaporative cooled, and run through a fan wall before being returned to
the cold aisles below. &lt;span style="mso-spacerun: yes"&gt;&amp;nbsp;&lt;/span&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="FONT-SIZE: 14pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Air
Intake&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/b&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The cooling system takes up the
entire second floor of the facility with the IT equipment and office space on the
first floor. In the picture below, you’ll see the building air intake on the left
running the full width of the facility. This intake area in the picture is effectively
“outside” so includes water drains in the floor. In the picture to the right towards
the top, you’ll see the air path to the remainder of the air handling system. To the
right at the bottom, you’ll see the white sheet metal sections covering the passage
where hot exhaust air is brought up from the hot aisle below to be mixed with outside
air to prevent over-cooling on cold days.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/FacebookPrinevilleAirIntake.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="FONT-SIZE: 14pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Mixing
Plenum &amp;amp; Filtration:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/b&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;In the next picture, you can see
the next part of the full building air handling system. On the left the louvers at
the top are bringing in outside air from the outside air intake room.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;On
the left at the bottom, there are thermostatically controlled louvers allowing hot
exhaust air to come up from the IT equipment hot aisle. The hot and outside air are
mixed in this full room plenum before passing through the filtration wall visible
on the right side of the picture. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The facility grounds are still
being worked upon so the filtration system includes an extra set of disposable paper
filters to increase the life of the more aggressive filtration media not visible behind.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/FacebookPrinevilleAirMixingFiltration.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="FONT-SIZE: 14pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Misting
Evaporative Cooling&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/b&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;In the next picture below you’ll
see the temperature and humidity controlled high-pressure water misting system again
running the full width of the facility. Most evaporative cooling systems used in data
center applications use wet media. This system used high pressure water with stainless
steel nozzles to produce an atomized mist. These designs produce excellent cooling
(high delta-T) but are prone to calcification and maintenance without aggressive filtration
which brings some expense. But they are very effective.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Just beyond the misters, you’ll
see what looks like filtration media. This media is there to ensure no airborne water
makes it out of the cooling room.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/FacebookPrinevilleMistCooler.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;span style="FONT-SIZE: 14pt; mso-bidi-font-size: 11.0pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Exhaust
System&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/b&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;In the final picture below, you’ll
see we have now got to the other side of the building where the exhaust fans are found.
We bring air in on one side, filter, cool it, and pump it, and then just before the
exhaust fans visible in the picture, huge openings in the floor alow treated, cooled
air to be brough down to the IT equipment cold aisle below. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The exhaust fans visible in the
picture control pressure by exhausting air not needed back outside.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/FacebookPrinevilleAirExhaust.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;The Facebook facility has considerable similarity
to the design &lt;/font&gt;&lt;a href="http://www.ecocooling.co.uk/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;EcoCooling&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; mechanical
design I posted last Monday (&lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2011/04/04/ExampleOfEfficientMechanicalDesign.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Example
of Efficient Mechanical System Design&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;).
Both approaches use the entire building as the air ducting system and both designs
use &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Evaporative_cooler"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;evaporative
cooling&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;. The notable
differences are: 1) EcoCooling design is based upon wet media whereas Facebook is
using a high pressure water misting system, and 2) the EcoCooling design is running
the mechanical systems beside the compute floor whereas the Facebook design uses the
second floor above the IT rooms for all mechanical system. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The most interesting aspects of
the Facebook mechanical design: 1) full building ducting with huge plenum areas, 2)
no-process based cooling, 3) mist-based evaporative cooling, 4) large, efficient impellers
with variable frequency drive, and 4) full wall, low-resistance filtration. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/FacebookPrinevilleDataCenter.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;I’ve been saying for years that
mechanical systems are where the largest opportunities for improvement lie and are
the area where most innovation is most required. The Facebook Prineville Facility
is most of the way there and one of the most efficient mechanical system designs I’ve
come across. Very elegant and very efficient.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
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&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;span style="mso-tab-count: 3"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;--jrh&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
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&lt;/o:p&gt;
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&lt;a name=_MailAutoSig&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;James
Hamilton&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;
&lt;/p&gt;
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&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
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&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
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&lt;o:p&gt;&lt;/o:p&gt;
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&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,11fe23b7-c866-4374-9ff3-4dd98a82b4b2.aspx</comments>
      <category>Hardware</category>
    </item>
    <item>
      <trackback:ping>http://perspectives.mvdirona.com/Trackback.aspx?guid=83f795e1-7a81-4702-b37d-67592cc48986</trackback:ping>
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      <dc:creator>James Hamilton</dc:creator>
      <wfw:comment>http://perspectives.mvdirona.com/CommentView,guid,83f795e1-7a81-4702-b37d-67592cc48986.aspx</wfw:comment>
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      <slash:comments>6</slash:comments>
      <title>Open Compute Project</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,83f795e1-7a81-4702-b37d-67592cc48986.aspx</guid>
      <link>http://perspectives.mvdirona.com/2011/04/07/OpenComputeProject.aspx</link>
      <pubDate>Thu, 07 Apr 2011 17:30:02 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt;The
pace of innovation in data center design has been rapidly accelerating over the last
5 years driven by the mega-service operators. In fact, I believe we have seen more
infrastructure innovation in the last 5 years than we did in the previous 15. Most
very large service operators have teams of experts focused on server design, data
center power distribution and redundancy, mechanical designs, real estate acquisition,
and network hardware and protocols.&amp;nbsp; But, much of this advanced work is unpublished
and practiced at a scale that&amp;nbsp; is hard to duplicate in a research setting.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;At low scale with only a data
or center or two, it would be crazy to have all these full time engineers and specialist
focused on infrastructural improvements and expansion. But, at high scale with 10s
of data centers, it would be crazy not to invest deeply in advancing the state of
the art. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Looking specifically at cloud
services, the difference between an unsuccessful cloud service and a profitable, self-sustaining
business is the cost of the infrastructure. With continued innovation driving down
infrastructure costs, there is investment capital available, services can be added
and improved, and value can be passed on to customers through price reductions. Amazon
Web Services, for example, has had 11 price reductions in 4 years. I don’t recall
that happening in my first 20 years working on enterprise software. It really is an
exciting time in our industry.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Facebook is a big business operating at high
scale and they also have elected to invest in advanced infrastructure designs. Jonathan
Heiliger and the Facebook infrastructure team have hired an excellent group of engineers
over the past couple of years and are now bringing these designs to life in their
new &lt;/font&gt;&lt;a href="http://www.facebook.com/prinevilledatacenter"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Prineville
Oregon facility&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;. I
had the opportunity to visit this datacenter 6 weeks back just before it started taking
production load. I had an excellent visit, got to catch up with some old friends,
meet some new ones, and tour an impressive facility. I saw an unusually large number
of elegant designs ranging from one of the cleanest mechanical systems I’ve come across,
three phase 480VAC directly to the rack,&amp;nbsp; a low voltage direct current distributed
uninterruptable power supply system, all the way through to custom server designs.
But, what made this trip really unusual is that I’m actually able to talk about what
I saw.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;In fact, more than allowing me
to talk about it, Facebook has decided to release most of the technical details surrounding
these designs publically. In the past, I’ve seen some super interesting but top secret
facilities and I’ve seen some public but not particularly advanced data centers. To
my knowledge, this is the first time an industry leading design has been documented
in detail and released publically.&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/FacebookOpenCompute1.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;The set of specifications Facebook
is releasing are worth reading so I’m posting links to all below.&amp;nbsp; I encourage
you to go through these in as much detail as you chose. In addition, I’ll also&amp;nbsp;
post summary notes over the next couple of days explain aspects of the design I found
most interesting or commenting upon the pros and cons of some of the approaches employed. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;The specifications:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://mvdirona.com/jrh/TalksAndPapers/Open_Compute_Project_Data_Center_v1.0.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Data
Center Design&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://mvdirona.com/jrh/TalksAndPapers/Open_Compute_Project_Intel_Motherboard_v1.0.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Intel
Motherboard&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://mvdirona.com/jrh/TalksAndPapers/Open_Compute_Project_AMD_Motherboard_v1.0.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;AMD
Motherboard&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://mvdirona.com/jrh/TalksAndPapers/Open_Compute_Project_Battery_Cabinet_v1.0.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Battery
Cabinet&lt;/font&gt;&lt;/a&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt; (Distributed
UPS)&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://mvdirona.com/jrh/TalksAndPapers/Open_Compute_Project_Power_Supply_v1.0.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Server
PSU&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://mvdirona.com/jrh/TalksAndPapers/Open_Compute_Project_Server_Chassis_and_Triplet_v1.0.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Server
Chassis and Triplet Hardware&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;My commendations to the specification
authors Harry Li , Pierluigi Sarti, Steve Furuta, Jay Park and to the rest of the
Facebook infrastructure team for releasing this work publically and for doing so in
sufficient detail that others can build upon it. Well done.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;
--jrh&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&amp;nbsp;
&lt;/p&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; 
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;b style="mso-bidi-font-weight: normal"&gt;Update:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/b&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;·&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;Open
Compute Web Site: &lt;a href="http://opencompute.org/"&gt;&lt;font color=#0000ff&gt;http://opencompute.org/&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;·&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;Live
Blog of the Announcement: &lt;span style="mso-spacerun: yes"&gt;&amp;nbsp;&lt;/span&gt;&lt;a href="http://www.insidefacebook.com/2011/04/07/live-blogging-facebooks-open-compute-project/"&gt;&lt;font color=#0000ff&gt;http://www.insidefacebook.com/2011/04/07/live-blogging-facebooks-open-compute-project/&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="FONT-SIZE: 9pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;James Hamilton&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="FONT-SIZE: 9pt"&gt;&lt;font color=#000000 face=Calibri&gt;e: &lt;/font&gt;&lt;/span&gt;&lt;a href="mailto:jrh@mvdirona.com"&gt;&lt;span style="FONT-SIZE: 9pt"&gt;&lt;font color=#0000ff face=Calibri&gt;jrh@mvdirona.com&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="FONT-SIZE: 9pt"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="FONT-SIZE: 9pt"&gt;&lt;font color=#000000 face=Calibri&gt;w: &lt;/font&gt;&lt;/span&gt;&lt;a href="http://www.mvdirona.com/"&gt;&lt;span style="FONT-SIZE: 9pt"&gt;&lt;font color=#0000ff face=Calibri&gt;http://www.mvdirona.com&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="FONT-SIZE: 9pt"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="FONT-SIZE: 9pt"&gt;&lt;font color=#000000 face=Calibri&gt;b: &lt;/font&gt;&lt;/span&gt;&lt;a href="http://blog.mvdirona.com/"&gt;&lt;span style="FONT-SIZE: 9pt"&gt;&lt;font color=#0000ff face=Calibri&gt;http://blog.mvdirona.com&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="FONT-SIZE: 9pt"&gt;&lt;font color=#000000 face=Calibri&gt; / &lt;/font&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/"&gt;&lt;span style="FONT-SIZE: 9pt"&gt;&lt;font color=#0000ff face=Calibri&gt;http://perspectives.mvdirona.com&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="FONT-SIZE: 9pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;img width="0" height="0" src="http://perspectives.mvdirona.com/aggbug.ashx?id=83f795e1-7a81-4702-b37d-67592cc48986" /&gt;
&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,83f795e1-7a81-4702-b37d-67592cc48986.aspx</comments>
      <category>Hardware</category>
    </item>
    <item>
      <trackback:ping>http://perspectives.mvdirona.com/Trackback.aspx?guid=5d045c4a-7a2b-488d-83ae-3a7c0cc64fda</trackback:ping>
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      <dc:creator>James Hamilton</dc:creator>
      <wfw:comment>http://perspectives.mvdirona.com/CommentView,guid,5d045c4a-7a2b-488d-83ae-3a7c0cc64fda.aspx</wfw:comment>
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      <slash:comments>5</slash:comments>
      <title>Example of Efficient Mechanical Design </title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,5d045c4a-7a2b-488d-83ae-3a7c0cc64fda.aspx</guid>
      <link>http://perspectives.mvdirona.com/2011/04/04/ExampleOfEfficientMechanicalDesign.aspx</link>
      <pubDate>Mon, 04 Apr 2011 22:53:33 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;A bit more than a year back, I published &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2010/05/15/ComputerRoomEvaporativeCooling.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Computer
Room Evaporative Cooling&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; where
I showed an evaporative cooling design from &lt;/font&gt;&lt;a href="http://www.ecocooling.co.uk/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;EcoCooling&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;.
Periodically, &lt;/font&gt;&lt;a href="http://www.ecocooling.co.uk/contact.html"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Alan
Beresford&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt; sends
me designs he’s working on. This morning he sent me a design they are working on for
a 7MW data center in Ireland. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;I like the design for a couple
of reasons: 1) It’s a simple design and efficient design, and 2) it’s a nice example
of a few important industry trends. The trends exemplified by this design are: 1)
air-side economization, 2) evaporative cooling, 3) hot-aisle containment, and 4) very
large plenums with controlled hot-air recycling. The diagrams follow and, for the
most part, speak for themselves.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/EcoCooling_1.jpg"&gt;
&lt;/p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/EcoCooling_2.jpg"&gt;
&lt;/p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/EcoCooling_3.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;I expect mechanical designs with
these broad characteristics are going to be showing up increasingly frequently over
the next year or so primarily because it is a cost effective and environmentally sounds
approach.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;span style="mso-tab-count: 4"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;--jrh&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;a name=_MailAutoSig&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;James
Hamilton&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt;e: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="mailto:jrh@mvdirona.com"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;jrh@mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt;w: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://www.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;http://www.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt;b: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://blog.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;http://blog.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt; / &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;http://perspectives.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt; &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&gt;
&lt;img width="0" height="0" src="http://perspectives.mvdirona.com/aggbug.ashx?id=5d045c4a-7a2b-488d-83ae-3a7c0cc64fda" /&gt;
&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,5d045c4a-7a2b-488d-83ae-3a7c0cc64fda.aspx</comments>
      <category>Hardware</category>
    </item>
    <item>
      <trackback:ping>http://perspectives.mvdirona.com/Trackback.aspx?guid=c4a508de-4ed4-4888-8f8d-f5f436d4371f</trackback:ping>
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      <dc:creator>James Hamilton</dc:creator>
      <wfw:comment>http://perspectives.mvdirona.com/CommentView,guid,c4a508de-4ed4-4888-8f8d-f5f436d4371f.aspx</wfw:comment>
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      <slash:comments>4</slash:comments>
      <title>Intel Atom with ECC in 2012</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,c4a508de-4ed4-4888-8f8d-f5f436d4371f.aspx</guid>
      <link>http://perspectives.mvdirona.com/2011/03/20/IntelAtomWithECCIn2012.aspx</link>
      <pubDate>Sun, 20 Mar 2011 21:19:09 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Back in early 2008, I noticed
an interesting phenomena: some workloads run more cost effectively on low-cost, low-power
processors. The key observation behind this phenomena is that CPU bandwidth consumption
is going up faster than memory bandwidth. &lt;span style="mso-spacerun: yes"&gt;&amp;nbsp;&lt;/span&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt;Essentially,
it’s a two part observation: 1) many workloads are memory bandwidth bound and will
not run faster with a faster processor unless the faster processor comes with a much
improved memory subsystem and 2) the number of memory bound workloads is going up
overtime. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;One solution is improve both the memory bandwidth
and the processor speed and this really does work but it is expensive. Fast processors
are expensive and faster memory subsystems bring more cost as well. The cost of the
improved performance goes up non-linearly.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;N
times faster costs far more than N times as much. There will always be workloads where
these additional investments make sense. The canonical scale-up workload is &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Relational_database_management_system"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;relational
database (RDBMS&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;). These
workloads tend to be tightly coupled and not scale out well. The non-linear cost of
more expensive, faster gear is both affordable and justified by there really not being
much of an alternative. If you can’t easily scale out and the workload is important,
scale it up. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;The poor scaling of RDBMS workloads is driving
three approaches in our industry: 1) considerable spending on &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Storage_area_network"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;SANs&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;, &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Solid-state_drive"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;SSDs&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;, &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Flash_memory"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;flash
memory&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;, and scale-up servers, 2)
the &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/NoSQL"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;noSQL
movement&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; rebelling against the
high-function, high-cost, and poor scaling characteristics of RDBMS, and 3) deep investments
in massively parallel processing SQL solutions (&lt;/font&gt;&lt;a href="http://www.teradata.com/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Teradata&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;, &lt;/font&gt;&lt;a href="http://www.greenplum.com/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Greenplum&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;, &lt;/font&gt;&lt;a href="http://www.vertica.com/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Vertica&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;, &lt;/font&gt;&lt;a href="http://www.paracel.com/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Paracel&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;, &lt;/font&gt;&lt;a href="http://www.asterdata.com/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Aster
Data&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;, etc.). &lt;span style="mso-spacerun: yes"&gt;&amp;nbsp;&lt;/span&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;All three approaches have utility
and I’m interested in all three. However, there are workloads that really are highly
parallel. For these workloads, the non-linear cost escalation of scale-up servers
is less cost effective than more commodity servers. The banner workload in this class
are simple web servers where there are potentially thousands of parallel requests
and its more cost effective to turn these workloads over a fleet of commodity servers. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;The entire industry has pretty
much moved to deploying these highly parallelizable workloads over fleets of commodity
servers. The will always be workloads that are tightly coupled and hard to run effectively
over large number of commodity servers but, for those that can be, the gains are great:
1) far less expensive, 2) much smaller unit of failure, 3) cheap redundancy, 4) small,
inexpensive unit of growth (avoid forklift upgrades), and 5) no hard limit at the
scale-up limit.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;This tells us two things: 1) where we can
run a workloads over a large number of commodity servers we should, and 2) the number
of workloads where parallel solutions have been found continues to increase. Even
workloads like the social networking hairball problem (see hairball problem in &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2010/02/15/ScalingAtMySpace.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://perspectives.mvdirona.com/2010/02/15/ScalingAtMySpace.aspx&lt;/font&gt;&lt;/a&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;)
we now have economic parallel solutions. Even some RDBMS workloads can now be run
cost effectively on scale-out clusters. The question I started thinking through about
back in 2008 is how far can we take this? What if we used client processors or even
embedded device processors? How far down the low-cost, low-power spectrum make sense
for highly parallelizable workloads? Cleary the volume economics client and device
processors make them appealing from a price perspective and the multi-decade focus
on power efficiencies in the device world offers impressive power efficiencies for
some workloads.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;For more on the low-cost, low-power
trend see:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l2 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2010/11/20/VeryLowCostLowPowerServers.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Very
low-Cost, Low-Power Servers&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l2 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/01/23/MicrosliceServers.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Microslice
Servers&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l2 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/01/15/TheCaseForLowCostLowPowerServers.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;The
Case of Low-Cost, Low-Power Servers&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Or the full paper on the approach: &lt;/font&gt;&lt;a href="http://mvdirona.com/jrh/talksandpapers/jameshamilton_cems.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Cooperative
Expendable, Microslice Servers&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;I’m particularly interested in the possible
application of &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/ARM_architecture"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;ARM
processors&lt;/font&gt;&lt;/a&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt; to server
workloads:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l3 level1 lfo2" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Linux/Apache
on ARM processors&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l3 level1 lfo2" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;ARM
Cortex-A9 SMP Design Announced&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Intel is competing with ARM on some device
workloads and offers the &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Intel_Atom"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Atom&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; which
is not as power efficient as ARM but has the upside of running Intel Architecture
instruction set. ARM also icensees recognize the trend I’ve outlined above – some
server workloads will run very cost effectively on low-cost, low-power processors
– and they want to compete in the server business. One excellent example is &lt;/font&gt;&lt;a href="http://www.seamicro.com/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;SeaMicro&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; who
is taking Intel Atom processors and competing for the server business: &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2010/06/14/SeaMicroReleasesInnovativeIntelAtomServer.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;SeaMicro
Releases Innovative Intel Atom Server&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Competition is a wonderful thing
and drives much of the innovation the fruits of which we enjoy today. We have three
interesting points of competition here: 1) Intel is competing for the device market
with Atom, 2) ARM licensees are competing with Intel Xeon in the server market, and
3) Intel Atom is being used to compete in the server market but not with solid Intel
backing. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Using Atom to compete with server processors
is, on one hand, good for Intel in that it gives them a means of competing with ARM
at the low end of the server market but, on the other hand, the Atom is much cheaper
than Xeon so Intel will lose money on every workload it wins where that workloads
used to be Xeon hosted. This risk is limited by Intel not giving Atom ECC memory (&lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/10/07/YouReallyDONeedECCMemory.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;You
Really do Need ECC Memory&lt;/font&gt;&lt;/a&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;).
Hobbling Atom is a dangerous tactic in that it protects Xeon but, at the same time,
may allow ARM to gain ground in the server processor market. Intel could have ECC
support on Atom in months – there is nothing technically hard about it. It’s the business
implications that are more complex.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;The first step in the right direction
was made earlier this week where Intel announced an ECC capable Atom for 2012:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo4" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://www.anandtech.com/Show/Index/4222?cPage=2&amp;amp;all=False&amp;amp;sort=0&amp;amp;page=1&amp;amp;slug=intel-plans-on-bringing-atom-to-servers-in-2012-20w-snb-xeons-in-2011"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Intel
Plans on Bringing Atom to Servers in 2012, 20W SNB for Xeons in 2011&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo3" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://online.wsj.com/article/BT-CO-20110315-715540.html"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Intel
Flexes Muscles with New Processor in the Face of ARM Threat&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;This is potentially very good
news for the server market but its only &lt;i style="mso-bidi-font-style: normal"&gt;potentially&lt;/i&gt; good
news. Waiting until 2012 suggests Intel wants to give the low power Xeons time in
the market to see how they do before setting the price on the ECC equipped Atom. If
the ECC supporting version of Atom is priced like a server part rather than a low-cost,
high volume device part, then nothing changes. If the Atom with ECC comes in priced
like a device processor, then it’s truly interesting. This announcement says that
Intel is interested in the low-cost, low-power server market but still plans to delay
entry into the lowest end of that market for another year. Still, this is progress
and I’m glad to see it.&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&amp;nbsp;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Thanks to Matt Corddry&amp;nbsp;of
Amazon for sending the links above my way.&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;span style="mso-tab-count: 3"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;--jrh&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;a name=_MailAutoSig&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;James
Hamilton&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt;e: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="mailto:jrh@mvdirona.com"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;jrh@mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt;w: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://www.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;http://www.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt;b: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://blog.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;http://blog.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt; / &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;http://perspectives.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt; &lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt; 
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;img width="0" height="0" src="http://perspectives.mvdirona.com/aggbug.ashx?id=c4a508de-4ed4-4888-8f8d-f5f436d4371f" /&gt;
&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,c4a508de-4ed4-4888-8f8d-f5f436d4371f.aspx</comments>
      <category>Hardware</category>
    </item>
    <item>
      <trackback:ping>http://perspectives.mvdirona.com/Trackback.aspx?guid=07e64408-81a3-40bf-9269-992fcff2d4eb</trackback:ping>
      <pingback:server>http://perspectives.mvdirona.com/pingback.aspx</pingback:server>
      <pingback:target>http://perspectives.mvdirona.com/PermaLink,guid,07e64408-81a3-40bf-9269-992fcff2d4eb.aspx</pingback:target>
      <dc:creator>James Hamilton</dc:creator>
      <wfw:comment>http://perspectives.mvdirona.com/CommentView,guid,07e64408-81a3-40bf-9269-992fcff2d4eb.aspx</wfw:comment>
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      <slash:comments>6</slash:comments>
      <title>More Data on Datacenter Air Side Economization</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,07e64408-81a3-40bf-9269-992fcff2d4eb.aspx</guid>
      <link>http://perspectives.mvdirona.com/2011/03/15/MoreDataOnDatacenterAirSideEconomization.aspx</link>
      <pubDate>Tue, 15 Mar 2011 18:35:57 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Two of the highest leverage datacenter efficiency
improving techniques currently sweeping the industry are: 1) operating at higher ambient
temperatures (&lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2011/02/27/ExploringTheLimitsOfDatacenterTemprature.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://perspectives.mvdirona.com/2011/02/27/ExploringTheLimitsOfDatacenterTemprature.aspx&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;)
and air-side economization &amp;nbsp;with evaporative cooling (&lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2010/05/15/ComputerRoomEvaporativeCooling.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://perspectives.mvdirona.com/2010/05/15/ComputerRoomEvaporativeCooling.aspx&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt;). 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;The &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/American_Society_of_Heating,_Refrigerating_and_Air-Conditioning_Engineers"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;American
Society of Heating and Refrigeration, and Air-Conditioning Engineers&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; (ASHRAE)
currently recommends that servers not be operated at inlet temperatures beyond 81F.
Its super common to hear that every 10C increase in temperatures leads to 2x the failure
– some statements get repeated so frequently they become “true” and no longer get
questioned. See &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2011/02/27/ExploringTheLimitsOfDatacenterTemprature.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Exploring
the limits of Data Center Temperature&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt; for
my argument that this rule of thumb doesn’t apply over the full range operating temperatures. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Another one of those “you can’t
do that” statements is around air-side economization also referred to as Outside Air
(OA) cooling. Stated simply air-side economization is essentially opening the window.
Rather than taking 110F exhaust air and cooling it down and recirculation it back
to cool the servers, dump the exhaust and take in outside air to cool the servers.&amp;nbsp;
If the outside air is cooler than the server exhaust, and it almost always will be,
then air-side economization is a win. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;The most frequently referenced document explaining
why you shouldn’t do this is: &lt;/font&gt;&lt;a href="http://www.google.com/url?sa=t&amp;amp;source=web&amp;amp;cd=1&amp;amp;ved=0CBUQFjAA&amp;amp;url=http%3A%2F%2Fwww.ashrae.org%2FFile%2520Library%2FdocLib%2FPublic%2F20090915_whitepaperfinal.pdf&amp;amp;rct=j&amp;amp;q=ashrae%20Gaseous%20and%20Particulate%20Contamination&amp;amp;ei=gqR_TY3oMY7QsAOltoD9BQ&amp;amp;usg=AFQj"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Particulate
and Gaseous&amp;nbsp; Contamination Guidelines for Data Centers&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;&lt;font color=#000000&gt; again
published by ASHRAE.&amp;nbsp; Even the document title sounds scary. Do you really want
your servers operating in an environment of gaseous contamination? But, upon further
reflection, is it really the case that servers really need better air quality than
the people that use them? Really?&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font face=Calibri&gt;&lt;font color=#000000&gt;From the ASHRAE document:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;span style="FONT-FAMILY: 'TimesNewRomanPSMT','serif'; FONT-SIZE: 10pt"&gt;&lt;font color=#000000&gt;The
recent increase in the rate of hardware failures in data centers high in sulfur-bearing
gases, highlighted by the number of recent publications on the subject, led to the
need for this white paper that recommends that in addition to temperature-humidity
control, dust and gaseous contamination should also be monitored and controlled. These
additional environmental measures are especially important for data centers located
near industries and/or other sources that pollute the environment.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;span style="FONT-FAMILY: 'TimesNewRomanPSMT','serif'; FONT-SIZE: 10pt"&gt;
&lt;o:p&gt;
&lt;font color=#000000&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;span style="FONT-FAMILY: 'TimesNewRomanPSMT','serif'; FONT-SIZE: 10pt"&gt;&lt;font color=#000000&gt;Effects
of airborne contaminations on data center equipment can be broken into three main
categories: chemical effects, mechanical effects, and electrical effects. Two common
chemical failure modes are copper creep corrosion on circuit boards and the corrosion
of silver metallization in miniature surface-mounted components.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;span style="FONT-FAMILY: 'TimesNewRomanPSMT','serif'; FONT-SIZE: 10pt"&gt;
&lt;o:p&gt;
&lt;font color=#000000&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: 'TimesNewRomanPSMT','serif'; FONT-SIZE: 10pt"&gt;Mechanical
effects include heat sink fouling, optical signal interference, increased friction,
etc. Electrical effects include changes in circuit impedance, arcing, etc. It should
be noted that the reduction of circuit board feature sizes and the miniaturization
of components, necessary to improve hardware performance, also make the hardware more
prone to attack by contamination in the data center environment, and manufacturers
must continually struggle to maintain the reliability of their ever shrinking hardware.&lt;/span&gt;&lt;span style="mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;It’s hard to read this document
and not be concerned about the user of air-side economization. But, on the other hand,
most leading operators are using it and experiencing no measure deleterious effects.
&amp;nbsp;Let’s go get some more data.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Digging deeper, the &lt;/font&gt;&lt;a href="http://dcee.svlg.org/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Data
Center Efficiency Summit&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; had a
session on exactly this topic title: &lt;/font&gt;&lt;a href="http://dcee.svlg.org/images/stories/pdf/DCES10/particulateandcorrosivegascafe1135.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Particulate
and Corrosive Gas Measurements of Data Center Airside Economization: Data From the
Field – Customer Presented Case Studies and Analysis&lt;/font&gt;&lt;/a&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;.
The title is a bit of tongue twister but the content is useful. Selecting from the
slides:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;From
Jeff Stein of Taylor Engineering:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l0 level2 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: 'Courier New'; mso-fareast-font-family: 'Courier New'"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;o&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Anecdotal
evidence of failures in non-economizer data centers in extreme environments in India
or China or industrial facilities&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l0 level2 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: 'Courier New'; mso-fareast-font-family: 'Courier New'"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;o&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Published
data on corrosion in industrial environments&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l0 level2 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: 'Courier New'; mso-fareast-font-family: 'Courier New'"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;o&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;No
evidence of failures in US data centers or any connection to economizers&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l0 level2 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: 'Courier New'; mso-fareast-font-family: 'Courier New'"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;o&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Recommendations
that gaseous contamination should be monitored and that gas phase filtration is necessary
for US data centers are not supported&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;From
Arman Shehabi of the UC Berkeley Department of Civil and Environmental Engineering:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l0 level2 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: 'Courier New'; mso-fareast-font-family: 'Courier New'"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;o&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;&amp;nbsp;Particle
concerns should not dissuade economizer use&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1.5in; mso-list: l0 level3 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="mso-fareast-font-family: Calibri; mso-bidi-font-family: Calibri"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3 face=Calibri&gt;•&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;More
particles during economizer use with MERV 7 filters than during non-economizer periods,
but still below many IT guidelines 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1.5in; mso-list: l0 level3 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="mso-fareast-font-family: Calibri; mso-bidi-font-family: Calibri"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3 face=Calibri&gt;•&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;I/O
ratios with MERV 14 filters and economizers were near (and often below!) levels using
MERV 7 filters w/o economizers&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l0 level2 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: 'Courier New'; mso-fareast-font-family: 'Courier New'"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;o&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Energy
savings from economizer use greatly outweighed the fan energy increase from improved
filtration&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1.5in; mso-list: l0 level3 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="mso-fareast-font-family: Calibri; mso-bidi-font-family: Calibri"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3 face=Calibri&gt;•&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;MERV
14 filters increased fan power by about 10%, but the absolute increase (6 kW) was
much smaller than the ~100 kW of chiller power savings during economizer use (in August!)&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1.5in; mso-list: l0 level3 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="mso-fareast-font-family: Calibri; mso-bidi-font-family: Calibri"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3 face=Calibri&gt;•&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;The
fan power increase is constant throughout the year while chiller savings during economizer
should increase during cooler period&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;If you are interested in much more detail
that comes to the same conclusions that Air-Side Economization is a good technique,
see the excellent paper &lt;/font&gt;&lt;a href="http://hightech.lbl.gov/documents/data_centers/review-ashrae-tc9-9.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Should
Data Center Owners be Afraid of Air-Side Economization Use? – A review of ASHRAE TC
9.9 White Paper titled Gaseous and Particulate Contamination Guidelines for Data Centers&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;I urge you to read the full LBNL
paper but I excerpt from the conclusions:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The TC 9.9 white paper brings
up what may be an important issue for IT equipment in harsh environments but the references
do not shed light on IT equipment failures and their relationship to gaseous corrosion.&amp;nbsp;
While the equipment manufacturers are reporting an uptick in failures, they are not
able to provide information on the types of failures, the rates of failures, or whether
the equipment failures are in new equipment or equipment that may be pre-Rojas. Data
center hardware failures are not documented in any of the references in the white
paper. The only evidence for increased failures of electronic equipment in data centers
is anecdotal and appears to be limited to aggressive environments such as in India,
China, or severe industrial facilities. Failures that have been anecdotally September
2010 presented occurred in data centers that did not use air economizers. The white
paper recommendation that gaseous contamination should be monitored and that gas phase
filtration is necessary for data centers with high contamination levels is not supported.&amp;nbsp;&amp;nbsp; 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;We are concerned that data center
owners will choose to eliminate air economizers (or not operate them if installed)
based upon the ASHRAE white paper since there are implications that contamination
could be worse if air economizers are used.&amp;nbsp; This does not appear to be the case
in practice, or from the information presented by the ASHRAE white paper authors.&amp;nbsp; 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;I’ve never been particularly good
at accepting “you can’t do that” and I’ve been frequently rewarded for challenging
widely held beliefs. A good many of these hard and fast rules end up being somewhere
between useful guidelines not applying in all conditions to merely opinions. There
is a large and expanding body of data supporting the use of air-side economization.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;
--jrh&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;a name=_MailAutoSig&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;James
Hamilton&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
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&lt;o:p&gt;&lt;/o:p&gt;
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&lt;o:p&gt;&lt;/o:p&gt;
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&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,07e64408-81a3-40bf-9269-992fcff2d4eb.aspx</comments>
      <category>Hardware</category>
    </item>
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      <dc:creator>James Hamilton</dc:creator>
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      <slash:comments>7</slash:comments>
      <title>Yahoo! Compute Coop Design</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,72bc86a7-02bf-4bb9-b0ae-46050a66aece.aspx</guid>
      <link>http://perspectives.mvdirona.com/2011/03/05/YahooComputeCoopDesign.aspx</link>
      <pubDate>Sat, 05 Mar 2011 21:58:04 GMT</pubDate>
      <description>&lt;p&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;a href="http://www.linkedin.com/pub/chris-page/0/693/332"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Chris
Page&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;, Director of Climate &amp;amp;
Energy Strategy at Yahoo! spoke at the &lt;/font&gt;&lt;a href="http://dcee.svlg.org/2010-agenda-and-presentations.html"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;2010
Data Center Efficiency Summit&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt;&amp;nbsp;and
presented Yahoo! Compute Coop Design.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
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&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The primary attributes of the
Yahoo! design are: 1) 100% free air cooling (no chillers), 2) slab concrete floor,
3) use of wind power to augment air handling units, and 4) pre-engineered building
for construction speed.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
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&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Chris reports the idea to orient
the building such that the wind force on the external wall facing the dominant wind
direction and use this higher pressure to assist the air handling units was taken
from looking at farm buildings in the Buffalo, New York area. An example given was
the use of natural cooling in chicken coops.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/YahooNY.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Chiller free data centers are getting more
common (&lt;/font&gt;&lt;a href="http://dcee.svlg.org/2010-agenda-and-presentations.html"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Chillerless
Data Center at 95F&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;) but the design
approach is still far from common place. The Yahoo! team reports they run the facility
at 75F and use evaporative cooling to attempt to hold the server approach temperatures
down below 80F using &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Evaporative_cooler"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;evaporative
cooling&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;.&amp;nbsp; A common
approach and the one used by Microsoft in the chillerless datacenter at 95F example
is install low efficiency coolers for those rare days when they are needed on the
logic that low efficiency is cheap and really fine for very rare use. The Yahoo! approach
is to avoid the capital cost and power consumption of chillers entirely by allowing
the cold aisle temperatures to rise to 85F to 90F when they are unable to hold the
temperature lower. They calculate they will only do this 34 hours a year which is
less than 0.4% of the year.&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/YahooTempRange.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;Reported results:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;PUE
at 1.08 with evaporative cooling and believe they could do better in colder climates&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Save
~36 million gallons of water / yr, compared to previous water cooled chiller plant
w/o airside economization design&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Saves
over ~8 million gallons of sewer discharge / yr (zero discharge design)&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Lower
construction cost (not quantified)&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;6
months from dirt to operating facility&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Chris’ slides: &lt;/font&gt;&lt;a href="http://dcee.svlg.org/images/stories/pdf/DCES10/airandwatercafe130.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://dcee.svlg.org/images/stories/pdf/DCES10/airandwatercafe130.pdf&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; (the
middle slides of the 3 slide deck set)&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Thanks to Vijay Rao for sending
this my way.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
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&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;span style="mso-tab-count: 3"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;--jrh&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
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&lt;span style="mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri; mso-bidi-font-family: 'Times New Roman'; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-bidi"&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
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&lt;a name=_MailAutoSig&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;James
Hamilton&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;
&lt;/p&gt;
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&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
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&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
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&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt;b: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://blog.mvdirona.com/"&gt;&lt;font color=#0000ff&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;http://blog.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt; / &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;http://perspectives.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt; &lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt; 
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&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
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&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,72bc86a7-02bf-4bb9-b0ae-46050a66aece.aspx</comments>
      <category>Hardware</category>
      <category>Services</category>
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      <dc:creator>James Hamilton</dc:creator>
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      <slash:comments>6</slash:comments>
      <title>Exploring the Limits of Datacenter Temprature</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,0cca13c9-0d46-4533-ad93-49e5b1561a27.aspx</guid>
      <link>http://perspectives.mvdirona.com/2011/02/27/ExploringTheLimitsOfDatacenterTemprature.aspx</link>
      <pubDate>Sun, 27 Feb 2011 18:25:43 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Datacenter temperature has been ramping up
rapidly over the last 5 years. In fact, leading operators have been pushing temperatures
up so quickly that the &lt;/font&gt;&lt;a href="http://www.ashrae.org/aboutus/index"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;American
Society of Heating, Refrigeration, and Air-Conditioning&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; recommendations
have become a become trailing indicator of what is being done rather than current
guidance. ASHRAE responded in January of 2009 by raising the recommended limit from
77F to 80.6F (&lt;/font&gt;&lt;a href="http://www.datacenterknowledge.com/archives/2009/01/29/hvac-group-says-data-centers-can-be-warmer/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;HVAC
Group Says Datacenters Can be Warmer&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;).
This was a good move but many of us felt it was late and not nearly a big enough increment.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;Earlier
this month, ASHRAE announced they are again planning to take action and raise the
recommended limit further but haven’t yet announced by how much (&lt;/font&gt;&lt;a href="http://www.datacenterknowledge.com/archives/2011/02/22/ashrae-data-centers-can-be-even-warmer/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;ASHRAE:
Data Centers Can be Even Warmer&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;).&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Many datacenters are operating reliably well
in excess even the newest ASHRAE recommended temp of 81F. For example, back in 2009
Microsoft announced they were operating at least one facility &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/09/24/ChillerlessDataCenterAt95F.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;without
chillers at 95F&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt; server
inlet temperatures.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;As a measure of datacenter efficiency, we
often use &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2010/05/25/PUEIsStillBrokenAndIStillUseIt.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Power
Usage Effectiveness&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;.
That’s the ratio of the power that arrives at the facility divided by the power actually
delivered to the IT equipment (servers, storage, and networking). Clearly PUE says
nothing about the efficiency of servers which is even more important but, just focusing
on facility efficiency, we see that mechanical systems are the largest single power
efficiency overhead in the datacenter.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;There are many innovative solutions to addressing
the power losses to mechanical systems. Many of these innovations work well and others
have great potential but none are as powerful as simply increasing the server inlet
temperatures. Obviously less cooling is cheaper than more. And, the higher the target
inlet temperatures, the higher percentage of time that a facility can spend running
on outside air (&lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Economizer"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;air-side
economization&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;) without
process-based cooling. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;The downsides of higher temperatures
are 1) high semiconductor leakage losses, 2) higher server fan speed which increases
the losses to air moving, and 3) higher server mortality rates. I’ve measured the
former and, although these losses are inarguably present, these losses are measureable
but have a very small impact at even quite high server inlet temperatures.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;The
negative impact of fan speed increases is real but can be mitigated via different
server target temperatures and more efficient server cooling designs. If the servers
are designed for higher inlet temperatures, the fans will be configured for these
higher expected temperatures and won’t run faster. This is simply a server design
decision and good mechanical designs work well at higher server temperatures without
increased power consumption. It’s the third issue that remains the scary one: increased
server mortality rates.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;The net of these factors is fear of server
mortality rates is the prime factor slowing an even more rapid increase in datacenter
temperatures. An often quoted study eports the failure rate of electronics doubles
with every 10C increase of temperature (&lt;/font&gt;&lt;a href="https://assist.daps.dla.mil/quicksearch/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;MIL-HDBK
217F&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;). This data point
is incredibly widely used by the military, NASA space flight program, and in commercial
electronic equipment design. I’m sure the work is excellent but it is a very old study,
wasn’t focused on a large datacenter environment, and the rule of thumb that has emerged
from is a linear model of failure to heat. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;This linear failure model is helpful
guidance but is clearly not correct across the entire possible temperatures range.
We know that at low temperature, non-heat related failure modes dominate. The failure
rate of gear at 60F (16C) is not ½ the rate of gear at 79F (26C). As the temperature
ramps up, we expect the failure rate to increase non-linearly. Really what we want
to find is the knee of the curve. When does the failure rate increase start to approach
that of the power savings achieved at higher inlet temperatures?&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;Knowing
that the rule of thumb that 10C increase double the failure rate is incorrect doesn’t
really help us. What is correct?&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;What is correct is a difficult
data point to get for two reasons: 1) nobody wants to bear the cost of the experiment
– the failure case could run several hundred million dollars, and 2) those that have
explored higher temperatures and have the data aren’t usually interested in sharing
these results since the data has substantial commercial value.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;I was happy to see a recent Datacenter Knowledge
article titled &lt;/font&gt;&lt;a href="http://www.datacenterknowledge.com/archives/2011/02/25/whats-next-hotter-servers-with-gas-pedals/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;What’s
Next? Hotter Servers with ‘Gas Pedals’&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000 face=Calibri&gt; (ignore
the title – Rich just wants to catch your attention). This article include several
interesting tidbits on high temperature operation. Most notable was the quote by &lt;/font&gt;&lt;span class=apple-style-span&gt;&lt;i&gt;&lt;span style="FONT-FAMILY: 'Arial','sans-serif'; COLOR: #464646"&gt;Subodh
Bapat, the former VP of Energy Efficiency at Sun Microsystems&lt;/span&gt;
&lt;/span&gt;&lt;/font&gt;&gt;&gt;&lt;span class=apple-style-span&gt;&lt;span style="FONT-FAMILY: 'Arial','sans-serif'; COLOR: #464646; mso-bidi-font-style: italic"&gt;&lt;font size=3&gt;,
who says:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span class=apple-style-span&gt;&lt;span style="FONT-FAMILY: 'Arial','sans-serif'; COLOR: #464646; mso-bidi-font-style: italic"&gt;
&lt;o:p&gt;
&lt;font size=3&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;i style="mso-bidi-font-style: normal"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Take
the data center in the desert. Subodh Bapat, the former VP of Energy Efficiency at
Sun Microsystems, shared an anecdote about a data center user in the Middle East that
wanted to test server failure rates if it operated its data center at 45 degrees Celsius
– that’s 115 degrees Fahrenheit.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&lt;/i&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;i style="mso-bidi-font-style: normal"&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/i&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;i style="mso-bidi-font-style: normal"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Testing
projected an annual equipment failure rate of 2.45 percent at 25 degrees C (77 degrees
F), and then an increase of 0.36 percent for every additional degree. Thus, 45C would
likely result in annual failure rate of 11.45 percent. “Even if they replaced 11 percent
of their servers each year, they would save so much on air conditioning that they
decided to go ahead with the project,” said Bapat. “They’ll go up to 45C using full
air economization in the Middle East.”&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&lt;/i&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;This study caught my interest
for a variety of reasons. First and most importantly, they studied failure rates at
45C and decided that, although they were high, it still made sense for them to operate
at these temperatures. It is reported they are happy to pay the increased failure
rate in order to save the cost of the mechanical gear. The second interesting data
point from this work is that they have found a far greater failure rate for 15C of
increased temperature than predicted by MIL-HDBK-217F. Consistent with the217F, they
also report a linear relationship between temperature and failure rate. I almost guarantee
that the failure rate increase between 40C and 45C was much higher than the difference
between 25C and 30C. I don’t buy the linear relationship between failure rate and
temperature based upon what we know of failure rates at lower temperatures. Many datacenters
have raised temperatures between 20C (68F) and 25C (77F) and found no measureable
increase in server failure rate. Some have raised their temperatures between 25C (77F)
and 30C (86F) without finding the predicted 1.8% increase in failures but admitted
the data remains sparse.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;The linear relationship is absolutely not
there across a wide temperature range. But I still find the data super interesting
in two respects: 1) they did see a roughly a 9% increase in failure rate at 45C over
the control case at 20C and 2) even with the high failure rate, they made an economic
decision to run at that temperature. The article doesn’t say if the failure rate is
a lifetime failure rate or an &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Annualized_failure_rate"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Annual
Failure Rate (AFR).&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; Assuming
it is an AFR, many workloads and customers could not life with a 11.45% AFR nonetheless,
the data is interesting and it good to see the first public report of an operator
doing the study and reaching a conclusion that works for their workloads and customers.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The net of the whole discussion
above is the current linear rules of thumb are wrong and don’t usefully predict failure
rates in the temperature ranges we care about, there is very little public data out
there, industry groups like ASHRAE are behind and it’s quite possible that cooling
specialist may not be the first to recommend we stop cooling datacenters aggressively
:-). Generally, it’s a sparse data environment out there but the potential economic
and environmental gains are exciting so progress will continue to get made. I’m looking
forward to efficient and reliable operation at high temperature becoming a critical
data point in server fleet purchasing decisions. Let’s keep pushing.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;span style="mso-tab-count: 4"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;--jrh&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;a name=_MailAutoSig&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;James
Hamilton&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
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&lt;o:p&gt;&lt;/o:p&gt;
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&lt;o:p&gt;&lt;/o:p&gt;
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&lt;o:p&gt;
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From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,0cca13c9-0d46-4533-ad93-49e5b1561a27.aspx</comments>
      <category>Hardware</category>
    </item>
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      <dc:creator>James Hamilton</dc:creator>
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      <title>Speeding Up Cloud/Server Applications With Flash Memory</title>
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      <link>http://perspectives.mvdirona.com/2011/02/06/SpeedingUpCloudServerApplicationsWithFlashMemory.aspx</link>
      <pubDate>Sun, 06 Feb 2011 21:48:10 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Last week, &lt;/font&gt;&lt;a href="http://research.microsoft.com/en-us/um/people/sudipta/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Sudipta
Sengupta&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; of Microsoft Research
dropped by the Amazon Lake Union campus to give a talk on the flash memory work that
he and the team at Microsoft Research have been doing over the past year.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;Its
super interesting work. You may recall Sudipta as one of the co-authors on the VL2
Paper (&lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/10/05/VL2AScalableAndFlexibleDataCenterNetwork.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;VL2:
A Scalable and Flexible Data Center Network&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;)
I mentioned last October.&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/FlashMemoryArchitecture.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Sudipta’s slides for the flash memory talk
are posted at &lt;/font&gt;&lt;a href="http://mvdirona.com/jrh/talksandpapers/flash-amazon-sudipta-sengupta.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Speeding
Up Cloud/Server Applications With Flash Memory&lt;/font&gt;&lt;/a&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt; and
my rough notes follow:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Technology
has been used in client devices for more than a decade&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3 face=Calibri&gt;Server
side usage more recent and the difference between hard disk drive and flash characterizes
brings some challenges that need to be managed in the on-device &lt;/font&gt;&lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Flash_Translation_Layer"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Flash
Translation Layer&lt;/font&gt;&lt;/a&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt; (FTL)&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;or
in the operating systems or Application layers.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Server
requirements are more aggressive across several dimensions including required random
I/O rates and higher reliability and durability (data life) requirements.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Key
flash characteristics:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l1 level2 lfo1; tab-stops: list 1.0in" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;10x
more expensive than HDD&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l1 level2 lfo1; tab-stops: list 1.0in" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;10x
cheaper than RAM&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l1 level2 lfo1; tab-stops: list 1.0in" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Multi
Level Cell (MLC): ~$1/GB&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l1 level2 lfo1; tab-stops: list 1.0in" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Single
Level Cell (SLC): ~$3/GB&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l1 level2 lfo1; tab-stops: list 1.0in" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Laid
out as an linear array of flash blocks where a block is often 128k and a page is 2k&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l1 level2 lfo1; tab-stops: list 1.0in" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Unfortunately
the unit of erasure is a full block but the unit of read or write is 2k and this makes
the write in place technique used in disk drives not workable.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l1 level2 lfo1; tab-stops: list 1.0in" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Block
erase is a fairly slow operation at 1500 usec whereas read or write is 10 to 100 usec.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l1 level2 lfo1; tab-stops: list 1.0in" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Wear
is an issue with SLC supporting O(100k) erases and MLC O(10k)&lt;span style="mso-tab-count: 1"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l1 level2 lfo1; tab-stops: list 1.0in" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;The
FTL is responsible for managing the mapping between logical pages and physical pages
such that logical pages can be overwritten and hot page wear is spread relatively
evenly over the device.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l1 level2 lfo1; tab-stops: list 1.0in" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Roughly
1/3 the power consumption of a commodity disk and 1/6 the power of an enterprise disk&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l1 level2 lfo1; tab-stops: list 1.0in" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;100x
the ruggedness over disk drives when active&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Research
Project: FlashStore&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l1 level2 lfo1; tab-stops: list 1.0in" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Use
flash memory as a cache between RAM and HDD&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l1 level2 lfo1; tab-stops: list 1.0in" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Essentially
a flash aware store where they implement a log structured block store (this is essentially
what the FTLs do in the device implemented at the application layer.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l1 level2 lfo1; tab-stops: list 1.0in" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Changed
pages are written through to flash sequentially and an in-memory index of pages is
maintained so that pages can be found quickly on the flash device.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1.5in; mso-list: l1 level3 lfo1; tab-stops: list 1.5in" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;On
failure the index structure can be recovered by reading the flash device&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l1 level2 lfo1; tab-stops: list 1.0in" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Recently
unused pages are destaged asynchronously to disk&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l1 level2 lfo1; tab-stops: list 1.0in" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;A
key contribution of this work is a very compact form for the index into the flash
cache&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l1 level2 lfo1; tab-stops: list 1.0in" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Performance
results excellent and you can find them in the slides and the papers referenced below&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Research
Project: ChunkStash&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l1 level2 lfo1; tab-stops: list 1.0in" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;A
very high performance, high throughput key-value store&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l1 level2 lfo1; tab-stops: list 1.0in" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Tested
on two production workloads:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1.5in; mso-list: l1 level3 lfo1; tab-stops: list 1.5in" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Xbox
Live Primetime online gaming&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1.5in; mso-list: l1 level3 lfo1; tab-stops: list 1.5in" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://en.wikipedia.org/wiki/Deduplication"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Storage
deduplication&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l1 level2 lfo1; tab-stops: list 1.0in" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;The
storage dedeuplication test is a good one in that dedupe is most effective with a
large universe of objects to run deduplication over. But a large universe requires
a large index. The most interesting challenge of deduplication is to keep the index
size small through aggressive compaction&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l1 level2 lfo1; tab-stops: list 1.0in" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;The
slides include a summary of dedupe works and shows the performance and compression
ratios they have achieved with ChunkStash&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;For those interested in digging
deeper, the VLDB and USENIX papers are the right next stops:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo2" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://research.microsoft.com/apps/pubs/default.aspx?id=141508" target=_blank&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://research.microsoft.com/apps/pubs/default.aspx?id=141508&lt;/font&gt;&lt;/a&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt; (FlashStore
paper, VLDB 2010)&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo2" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://research.microsoft.com/apps/pubs/default.aspx?id=131571" target=_blank&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://research.microsoft.com/apps/pubs/default.aspx?id=131571&lt;/font&gt;&lt;/a&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt; (ChunkStash
paper, USENIX ATC 2010)&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo2" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3 face=Calibri&gt;Slides: &lt;/font&gt;&lt;/font&gt;&lt;a href="http://mvdirona.com/jrh/talksandpapers/flash-amazon-sudipta-sengupta.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://mvdirona.com/jrh/talksandpapers/flash-amazon-sudipta-sengupta.pdf&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;a name=_MailAutoSig&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;James
Hamilton&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
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&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt;w: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://www.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;http://www.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
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&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt;b: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://blog.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;http://blog.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt; / &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;http://perspectives.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt; &lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
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&lt;/p&gt;
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&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;img width="0" height="0" src="http://perspectives.mvdirona.com/aggbug.ashx?id=28c22421-c053-4823-8e18-ede8d1b3543c" /&gt;
&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,28c22421-c053-4823-8e18-ede8d1b3543c.aspx</comments>
      <category>Hardware</category>
      <category>Software</category>
    </item>
    <item>
      <trackback:ping>http://perspectives.mvdirona.com/Trackback.aspx?guid=35a78f86-e24b-41b2-984a-2aa7292773ef</trackback:ping>
      <pingback:server>http://perspectives.mvdirona.com/pingback.aspx</pingback:server>
      <pingback:target>http://perspectives.mvdirona.com/PermaLink,guid,35a78f86-e24b-41b2-984a-2aa7292773ef.aspx</pingback:target>
      <dc:creator>James Hamilton</dc:creator>
      <wfw:comment>http://perspectives.mvdirona.com/CommentView,guid,35a78f86-e24b-41b2-984a-2aa7292773ef.aspx</wfw:comment>
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      <title>NVIDIA Project Denver: ARM Powered Servers</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,35a78f86-e24b-41b2-984a-2aa7292773ef.aspx</guid>
      <link>http://perspectives.mvdirona.com/2011/01/16/NVIDIAProjectDenverARMPoweredServers.aspx</link>
      <pubDate>Sun, 16 Jan 2011 14:06:38 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;NVIDIA has been an &lt;/font&gt;&lt;a href="http://www.arm.com/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;ARM&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; licensee
for quite some time now. &amp;nbsp;Back in 2008 they announced &lt;/font&gt;&lt;a href="http://www.nvidia.com/object/io_1212391368499.html"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Tegra&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;,
an embedded client processor including an ARM core and NVIDIA graphics aimed at smartphones
and mobile handsets. 10 days ago, they announced &lt;/font&gt;&lt;a href="http://pressroom.nvidia.com/easyir/customrel.do?easyirid=A0D622CE9F579F09&amp;amp;version=live&amp;amp;releasejsp=release_157&amp;amp;xhtml=true&amp;amp;prid=705184"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Project
Denver&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; where they are building
high-performance ARM-based CPUs, designed to power systems ranging from “personal
computers and servers to workstations and supercomputers”. This is interesting for
a variety of reasons, first they are entering the server CPU market. Second NVIDIA
is joining &lt;/font&gt;&lt;a href="http://www.eetimes.com/electronics-news/4199239/Marvell-ARM-Servers"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Marvell&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; and &lt;/font&gt;&lt;a href="http://www.calxeda.com/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Calxeda&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; (previously
Smooth-Stone) in taking the ARM architecture and targeting server-side computing.&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;ARM is an interesting company in that they
produce designs and these designs get adapted by licensees including Texas instruments,
Samsung, Qualcomm, and even unlikely players such as Microsoft. These licensees may
fab their own parts or be fab-less design shops depending upon others for volume production.
Unlike Intel, ARM doesn’t really produce chips focusing just on design. &lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;ARM has become an incredibly important instruction
set architecture powering smartphones, low-end network routers, printers, copiers,
tablets, and other embedded applications. But things are changing, arm is now producing
designs appropriate for server-side computing at the same time that power consumption
is becoming a key measure of server-side computing cost. The ARM design team are masters
of low power designs and generations of ARMs have focused on power management. ARM
has an impressively efficiently design.&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Linux powers many of the ARM-based devices
mentioned above and consequently Linux runs well on ARM processors. Completing the
picture, Microsoft has announced that the next version of windows will also support
ARM devices: &lt;/font&gt;&lt;a href="http://www.microsoft.com/presspass/press/2011/jan11/01-05socsupport.mspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Microsoft
Announced Support of System on a Chip Architectures from Intel, AMD, and ARM for next
Version of Windows&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;. &lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Other articles are ARM and micro-slice computing:&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://mvdirona.com/jrh/talksandpapers/jameshamilton_cems.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;CEMS:
Low-Cost, Low-power Servers for Internet Scale Services&lt;/font&gt;&lt;/a&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://www.sigops.org/sosp/sosp09/slides/andersen-slides-sosp09.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;A
Fast Array of Wimpy Nodes&lt;/font&gt;&lt;/a&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2010/11/20/VeryLowCostLowPowerServers.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Very
Low-Cost, Low-Power Servers&lt;/font&gt;&lt;/a&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/09/07/LinuxApacheOnARMProcessors.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Linux/Apache
on ARM Processors&lt;/font&gt;&lt;/a&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo1" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/09/07/LinuxApacheOnARMProcessors.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;ARM
Cortex-A9 SMP Design Announced&lt;/font&gt;&lt;/a&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Other articles on the NVIDIA announcement:&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo2" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://www.datacenterknowledge.com/archives/2011/01/06/nvidia-developing-arm-processor-for-servers/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Nvidia
Developing ARM Processors for Servers&lt;/font&gt;&lt;/a&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo2" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://gigaom.com/cloud/nvidia-turns-to-arm-for-server-chips-and-to-kill-intel/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Nvidia
Turns to ARM for Server Chips to Kill Intel&lt;/font&gt;&lt;/a&gt;
&lt;br&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 face=Calibri&gt;&lt;font size=3&gt;&amp;nbsp;A closely related&amp;nbsp;article
from the Barry Evans and Karl Freund of ARM-powered, server startup &lt;/font&gt;&lt;a href="http://www.calxeda.com/"&gt;&lt;font color=#0000ff size=3&gt;Calxeda&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;: &lt;/font&gt;&lt;a href="http://gigaom.com/cloud/look-out-your-data-center-is-about-to-change-again/"&gt;&lt;font size=3&gt;http://gigaom.com/cloud/look-out-your-data-center-is-about-to-change-again/&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;.&lt;/font&gt;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&lt;/font&gt;
&lt;/o:p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;We are on track for renewed competition in
the server-side computing market segment and intense competition on power efficiency
at the same time as internet-scale service operators are willing to run whatever processor
is least expensive and most power efficient. With competition comes innovation and
I see a good year coming.&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;
--jrh&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;span style="COLOR: black; FONT-SIZE: 8pt"&gt;&lt;font face=Calibri&gt; 
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;a name=_MailAutoSig&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;James
Hamilton&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/a&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;e: &lt;/span&gt;&lt;/span&gt;&lt;a href="mailto:jrh@mvdirona.com"&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;jrh@mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;w: &lt;/span&gt;&lt;/span&gt;&lt;a href="http://www.mvdirona.com/"&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;http://www.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;b: &lt;/span&gt;&lt;/span&gt;&lt;a href="http://blog.mvdirona.com/"&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;http://blog.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt; / &lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/"&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;http://perspectives.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt; &lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
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&lt;/font&gt;&lt;/span&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;img width="0" height="0" src="http://perspectives.mvdirona.com/aggbug.ashx?id=35a78f86-e24b-41b2-984a-2aa7292773ef" /&gt;
&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,35a78f86-e24b-41b2-984a-2aa7292773ef.aspx</comments>
      <category>Hardware</category>
    </item>
    <item>
      <trackback:ping>http://perspectives.mvdirona.com/Trackback.aspx?guid=1e02febc-ced5-46ae-b93e-c4d80eec86eb</trackback:ping>
      <pingback:server>http://perspectives.mvdirona.com/pingback.aspx</pingback:server>
      <pingback:target>http://perspectives.mvdirona.com/PermaLink,guid,1e02febc-ced5-46ae-b93e-c4d80eec86eb.aspx</pingback:target>
      <dc:creator>James Hamilton</dc:creator>
      <wfw:comment>http://perspectives.mvdirona.com/CommentView,guid,1e02febc-ced5-46ae-b93e-c4d80eec86eb.aspx</wfw:comment>
      <wfw:commentRss>http://perspectives.mvdirona.com/SyndicationService.asmx/GetEntryCommentsRss?guid=1e02febc-ced5-46ae-b93e-c4d80eec86eb</wfw:commentRss>
      <slash:comments>3</slash:comments>
      <title>GPGPU Sorting</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,1e02febc-ced5-46ae-b93e-c4d80eec86eb.aspx</guid>
      <link>http://perspectives.mvdirona.com/2010/12/16/GPGPUSorting.aspx</link>
      <pubDate>Thu, 16 Dec 2010 17:06:43 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Years ago I&amp;nbsp;incorrectly believed special
purpose hardware was a bad idea. What was a bad idea is high-markup, special purpose
devices sold at low volume, through expensive channels. Hardware implementations are
often best value measured in work done per dollar and work done per joule. The newest
breed of commodity networking parts from Broadcom, Fulcrum, Dune (now Broadcom), and
others is a beautiful example of &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Application-specific_integrated_circuit"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Application
Specific Integrated Circuits&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt; being
the right answer for extremely hot code kernels that change rarely.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
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&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
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&lt;font color=#000000 size=3 face=Calibri&gt;I’ve long been interested in highly parallel
systems and in &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/03/15/HeterogeneousComputingUsingGPGPUsAndFPGAs.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;heterogeneous
processing&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;. General Purpose Graphics
Processors are firmly hitting the mainstream with 17 of the &lt;/font&gt;&lt;a href="http://www.top500.org/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Top
500&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; now using GPGPUs (&lt;/font&gt;&lt;a href="http://www.datacenterknowledge.com/archives/2010/11/14/top-500-chinese-supercomputer-reigns/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Top
500: Chinese Supercomputer Reigns&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;).
You can now rent GPGPU clusters from EC2 $2.10/server/hour where each server has dual
NVIDIA Tesla M2050 GPUs delivering a TeraFLOP per node. For more on GPGPUs, see &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2010/11/15/HPCInTheCloudWithGPGPUs.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;HPC
in the Cloud with GPGPUs&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; and &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2010/11/17/GPUClustersIn10Minutes.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;GPU
Clusters in 10 minutes&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Some time ago &lt;/font&gt;&lt;a href="http://www.cs.virginia.edu/~zjh5f/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Zach
Hill&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; sent me a paper writing up
Radix sort using GPGPUs. The paper shows how to achieve a better than 3x on the &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/03/15/HeterogeneousComputingUsingGPGPUsNVidiaGT200.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;NVIDIA
GT200-hosted systems&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;. For most
of us, sort isn’t the most important software kernel we run, but I did find the detail
behind the GPGPU-specific optimizations interesting. The paper is at &lt;/font&gt;&lt;a href="http://www.mvdirona.com/jrh/TalksAndPapers/RadixSortTRv2.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://www.mvdirona.com/jrh/TalksAndPapers/RadixSortTRv2.pdf&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; and
the abstract is below.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Abstract. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;This paper presents efficient
strategies for sorting large sequences of fixed-length keys (and values) using GPGPU
stream processors. Compared to the state-of-the-art, our radix sorting methods exhibit
speedup of at least 2x for all generations of NVIDIA GPGPUs, and up to 3.7x for current
GT200-based models. Our implementations demonstrate sorting rates of 482 million key-value
pairs per second, and 550 million keys per second (32-bit). For this domain of sorting
problems, we believe our sorting primitive to be the fastest available for any fully-programmable
microarchitecture. These results motivate a different breed of parallel primitives
for GPGPU stream architectures that can better exploit the memory and computational
resources while maintaining the flexibility of a reusable component. Our sorting performance
is derived from a parallel scan stream primitive that has been generalized in two
ways: (1) with local interfaces for producer/consumer operations (visiting logic),
and (2) with interfaces for performing multiple related, concurrent prefix scans (multi-scan).&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;As part of this work, we demonstrate
a method for encoding multiple compaction problems into a single, composite parallel
scan. This technique yields a 2.5x speedup over bitonic sorting networks for small
problem instances, i.e., sequences that can be entirely sorted within the shared memory
local to a single GPU core.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;a name=_MailAutoSig&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;James
Hamilton&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt;e: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="mailto:jrh@mvdirona.com"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;jrh@mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
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&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt;b: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://blog.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;http://blog.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt; / &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;http://perspectives.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt; &lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
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&lt;o:p&gt;
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&lt;/o:p&gt;
&lt;/p&gt;
&lt;img width="0" height="0" src="http://perspectives.mvdirona.com/aggbug.ashx?id=1e02febc-ced5-46ae-b93e-c4d80eec86eb" /&gt;
&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,1e02febc-ced5-46ae-b93e-c4d80eec86eb.aspx</comments>
      <category>Hardware</category>
    </item>
    <item>
      <trackback:ping>http://perspectives.mvdirona.com/Trackback.aspx?guid=8bf630e6-6bf7-4053-bc2e-d18a1edfe11e</trackback:ping>
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      <dc:creator>James Hamilton</dc:creator>
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      <title>46MW with Water Cooling at a PUE of 1.10</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,8bf630e6-6bf7-4053-bc2e-d18a1edfe11e.aspx</guid>
      <link>http://perspectives.mvdirona.com/2010/11/21/46MWWithWaterCoolingAtAPUEOf110.aspx</link>
      <pubDate>Sun, 21 Nov 2010 17:19:42 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt;Achieving
a PUE of 1.10 is a challenge under any circumstances but the vast majority of facilities
that do approach this mark are using air-side economization. Essentially using outside
air to cool the facility. Air-side economization brings some complexities such as
requiring particulate filters and being less effective in climates that are both hot
and humid. Nonetheless, even with the challenges, air-side economization is one of
the best techniques, if not the best, of improving datacenter efficiency. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;As a heat transport water is both effective
and efficient. The challenges of using water in open-circuit datacenter cooling designs
are largely social and regulatory. Most of the planet is enshrouded by two fluids,
air and water. It’s a bit ironic that emitting heat into one of the two is considered
uninteresting while emitting heat into the other brings much more scrutiny. Dumping
heat into air concerns few and is the cooling technique of choice for nearly all data
centers (&lt;/font&gt;&lt;a href="http://www.datacenterknowledge.com/archives/2009/07/15/googles-chiller-less-data-center/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Google
Saint-Ghislain Belgium&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; being a
notable exception). However, if the same heat in the same quantities is released in
water, it causes considerably more environmental concern even though it’s the same
amount of heat being released to the environment. &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Heat_pollution"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Heat
pollution&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt; is the primary
concern.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;The obvious technique to avoid
some of the impact of thermal pollution is massive dilution. Use seawater or very
high volumes of river water such that the local change is immeasurably small. Seawater
has been used in industrial and building cooling applications. Seawater brings challenges
in that it is incredibly corrosive which drives up build and maintenance costs but
it has been used in a wide range of high-scale applications with success. Freshwater
cooling relieves some of the corrosion concerns and has been used effectively for
many large-scale cooling requirements including nuclear power plants. I’ve noticed
there is often excellent fishing downstream of these facilities so there clearly is
substantial environmental impact caused by these thermal emissions but this need&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;not
be the case. There exist water cooling techniques with far less environmental impact. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;For example, the cities of Zurich and Geneva
and the universities of ETH and Cornell use water for some of their heating &amp;amp;
cooling requirements. This technique is effective and its impact on the environment
can be made arbitrarily small. In a slightly different approach, the &lt;/font&gt;&lt;a href="http://www.toronto.ca/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;city
of Toronto&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; employs &lt;/font&gt;&lt;a href="http://www.toronto.ca/environment/initiatives/cooling.htm"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;deep
lake water cooling&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt; to
cool buildings in its downtown core. In this design, the warm water intake is taken
in 3.1 miles off shore at a depth of 272’. The city of Toronto avoids any concerns
about thermal pollution by using the exhaust water from the cooling system as their
utility water intake so the slightly warmer water is not directly released back into
the environment. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Given the advantages of water over air in
cooling applications and given that the environmental concerns can be mitigated, why
not use the technique more broadly in datacenters? One of the prime reasons is that
water is not always available. Another is that regulatory concerns bring more scrutiny
and, even excellent designs without measurable environmental impact, will still take
longer to get approved than a conventional air-cooled approaches. However it can be
done and it does produce a very power efficient facility. The &lt;/font&gt;&lt;a href="http://www.deepgreen.ch/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;DeepGreen
datacenter&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; project
in Switzerland perhaps the best examples I’ve seen so far.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/DeepGreenSwitzerland2.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;Before looking at the innovative
mechanical systems used in Deepgreen, the summary statistics look excellent:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;46MW
with 129k sq ft of raised floor (with upgrade to 70MW possible)&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Estimated
PUE of 1.1&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Hydro
and nuclear sourced power&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;356
W/sq ft average&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;5,200
racks with average rack power of 8.8kW and maximum rack power of 20kW&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Power
cost: $0.094/kW hr (compares well across EU).&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;28
mid-voltage 2.5 MW generators with 48 hours of onsite diesel&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The 46MW facility is located in
the heart of Switzerland on Lake Walensee:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/DeepGreenLocation.jpg"&gt;
&lt;br&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Google Maps: &lt;/font&gt;&lt;a href="http://maps.google.com/maps?f=q&amp;amp;source=s_q&amp;amp;hl=de&amp;amp;geocode=&amp;amp;q=Werkhof+Bi%C3%A4sche,+Mollis,+Schweiz&amp;amp;sll=37.0625,-95.677068&amp;amp;sspn=45.601981,84.990234&amp;amp;ie=UTF8&amp;amp;hq=&amp;amp;hnear=Werkhof,+8872+Mollis,+Glarus,+Schweiz&amp;amp;ll=47.129016,9.09462&amp;amp;spn=0.307857,0.663986&amp;amp;t=p&amp;amp;z=11"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://maps.google.com/maps?f=q&amp;amp;source=s_q&amp;amp;hl=de&amp;amp;geocode=&amp;amp;q=Werkhof+Bi%C3%A4sche,+Mollis,+Schweiz&amp;amp;sll=37.0625,-95.677068&amp;amp;sspn=45.601981,84.990234&amp;amp;ie=UTF8&amp;amp;hq=&amp;amp;hnear=Werkhof,+8872+Mollis,+Glarus,+Schweiz&amp;amp;ll=47.129016,9.09462&amp;amp;spn=0.307857,0.663986&amp;amp;t=p&amp;amp;z=11&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The overall datacenter is well
engineered but it is the mechanical systems that are most worthy of note. Following
on the diagram below, this facility is cooled using 43F source water from 197’ below
the surface. The source water is brought in through dual redundant intake pipes to
the pumping station with 6 high-capacity pumps in a 2*(N+1) configuration. The pumps
move 668,000 gallons per hour at full cooling load. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The fairly clean lake water is
run through a heat exchanger (not shown in the diagram below) to cool the closed-system,
chilled water loop used&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;in the datacenter.
The use of a heat exchanger avoids bringing impurities or life forms into the datacenter
chilled water loop. The chilled water loop forms part of a conventional within-the-datacenter
cooling system design. The difference is they have completely eliminated process-based
cooling (air conditioning) and water towers avoiding both the purchase cost and the
power these equipment would have consumed. In the diagrams below you’ll see the Deepgreen
design followed by a conventional datacenter cooling system for comparison purposes:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/DeepGreenLakeSourceCooling.jpg"&gt;
&lt;/p&gt;
&lt;p&gt;
Conventional datacenter mechanical system for comparision:
&lt;/p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/JamesHamiltonDC_MechanicalSystem.jpg"&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;span style="FONT-FAMILY: 'Calibri','sans-serif'; FONT-SIZE: 11pt; mso-fareast-font-family: Calibri; mso-bidi-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-latin; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-bidi; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA"&gt;&lt;font color=#000000&gt;The
Deepgreen facility mitigates the impact of thermal pollution through a combination
of dilution, low deltaT, and deep water release.&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;span style="FONT-FAMILY: 'Calibri','sans-serif'; FONT-SIZE: 11pt; mso-fareast-font-family: Calibri; mso-bidi-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-latin; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-bidi; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA"&gt;&lt;/span&gt;&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/DeepGreenNegligableEnvironmentalImpact.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;I’ve been conversing with &lt;/font&gt;&lt;a href="http://www.facebook.com/andreoppermann"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Andre
Oppermann&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;, the CTO
of Deepgreen for nearly a year on this project. Early on, I was skeptical they would
be able to work through the environmental concerns in any reasonable time frame. I
wasn’t worried about the design – its well engineered. My concerns were primarily
centered around slowdowns in permitting and environmental impact studies. They have
done a good job of working through those issues and I really like the resultant design.
Thanks to Andre for sending all this detail my way. It’s a super interesting project
and I’m glad we can now talk about it publically.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;If you are interested in a state of the art
facility in Switzerland, I recommend you contact &lt;/font&gt;&lt;a href="http://www.facebook.com/andreoppermann"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Andre&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;,
the CTO of &lt;/font&gt;&lt;a href="http://www.deepgreen.ch/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Deepgreen&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;&lt;font color=#000000&gt;,
at: &lt;/font&gt;&lt;span style="mso-ansi-language: DE-CH" lang=DE-CH&gt;&lt;a href="mailto:oppermann@deepgreen.ch"&gt;&lt;font color=#0000ff&gt;oppermann@deepgreen.ch&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/span&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-ansi-language: DE-CH" lang=DE-CH&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;span style="mso-ansi-language: DE-CH" lang=DE-CH&gt;&lt;span style="mso-tab-count: 5"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;--jrh&lt;/span&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;a name=_MailAutoSig&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;James
Hamilton&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt;e: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="mailto:jrh@mvdirona.com"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;jrh@mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt;w: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://www.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;http://www.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt;b: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://blog.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;http://blog.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt; / &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;http://perspectives.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt; &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;img width="0" height="0" src="http://perspectives.mvdirona.com/aggbug.ashx?id=8bf630e6-6bf7-4053-bc2e-d18a1edfe11e" /&gt;
&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,8bf630e6-6bf7-4053-bc2e-d18a1edfe11e.aspx</comments>
      <category>Hardware</category>
    </item>
    <item>
      <trackback:ping>http://perspectives.mvdirona.com/Trackback.aspx?guid=ce53c896-a4a2-4a33-8882-e05debd97e1d</trackback:ping>
      <pingback:server>http://perspectives.mvdirona.com/pingback.aspx</pingback:server>
      <pingback:target>http://perspectives.mvdirona.com/PermaLink,guid,ce53c896-a4a2-4a33-8882-e05debd97e1d.aspx</pingback:target>
      <dc:creator>James Hamilton</dc:creator>
      <wfw:comment>http://perspectives.mvdirona.com/CommentView,guid,ce53c896-a4a2-4a33-8882-e05debd97e1d.aspx</wfw:comment>
      <wfw:commentRss>http://perspectives.mvdirona.com/SyndicationService.asmx/GetEntryCommentsRss?guid=ce53c896-a4a2-4a33-8882-e05debd97e1d</wfw:commentRss>
      <slash:comments>2</slash:comments>
      <title>Very Low-Cost, Low-Power Servers</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,ce53c896-a4a2-4a33-8882-e05debd97e1d.aspx</guid>
      <link>http://perspectives.mvdirona.com/2010/11/20/VeryLowCostLowPowerServers.aspx</link>
      <pubDate>Sat, 20 Nov 2010 16:06:34 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;font color=#000000 size=3&gt;I’m interested in low-cost, low-power
servers and have been watching the emerging market for these systems since 2008 when
I wrote CEMS: Low-Cost, Low-Power Servers for Internet Scale Services &lt;/font&gt;&lt;span class=apple-style-span&gt;&lt;span style="COLOR: black; FONT-SIZE: 13.5pt"&gt;(&lt;a href="http://mvdirona.com/jrh/talksandpapers/jameshamilton_cems.pdf"&gt;&lt;font color=#0000ff&gt;paper&lt;/font&gt;&lt;/a&gt;,&lt;/span&gt;&lt;/span&gt;&lt;span class=apple-converted-space&gt;&lt;span style="COLOR: black; FONT-SIZE: 13.5pt"&gt;&amp;nbsp;&lt;/span&gt;&lt;/span&gt;&lt;span class=apple-style-span&gt;&lt;span style="COLOR: black; FONT-SIZE: 13.5pt"&gt;&lt;a href="http://mvdirona.com/jrh/TalksAndPapers/JamesHamilton_CIDR2009.pdf"&gt;&lt;font color=#0000ff&gt;talk&lt;/font&gt;&lt;/a&gt;).&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;&lt;a href="http://www.ztsystems.com/"&gt;&lt;font color=#0000ff&gt;ZT
Systems&lt;/font&gt;&lt;/a&gt; just announced the &lt;a href="http://www.ztsystems.com/Default.aspx?tabid=1483"&gt;&lt;font color=#0000ff&gt;R1081e&lt;/font&gt;&lt;/a&gt;,
a new &lt;a href="http://www.arm.com/"&gt;&lt;font color=#0000ff&gt;ARM&lt;/font&gt;&lt;/a&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt;-based
server with the following specs:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;STMicroelectronics
SPEAr 1310 with dual ARM® Cortex™-A9 cores&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;1
GB of 1333MHz DDR3 ECC memory embedded&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;1
GB of NAND Flash&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Ethernet
connectivity&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;USB&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;SATA
3.0&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/ARM-CortexA9_Spear-1310.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;It’s a shared infrastructure design
where each 1RU module has 8 of the above servers. Each module includes:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;8
“System on Modules“ (SOMs)&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;ZT-designed
backplane for power and connectivity&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;One
80GB SSD per SOM&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;IPMI
system management&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Two
Reatek 4+1 1Gb Ethernet switches on board with external uplinks&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Standard
1U rack mount form factor&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Ubuntu
Server OS&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l1 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;250W
80+ Bronze Power Supply&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Each module is under 80W so a rack with 40
compute modules would only draw 3.2kw for 320 low-power servers for a total of 740
cores/rack. Weaknesses of this approach are: only 2-cores per server, only 1GB/core,
and the cores appear to be only 600 Mhz (&lt;/font&gt;&lt;a href="http://www.32bitmicro.com/manufacturers/65-st/552-spear-1310-dual-cortex-a9-for-embedded-applications-"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://www.32bitmicro.com/manufacturers/65-st/552-spear-1310-dual-cortex-a9-for-embedded-applications-&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;).
Four core ARM parts and larger physical memory support are both under development.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Competitors include SeaMicro with an Atom
based design (&lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2010/06/14/SeaMicroReleasesInnovativeIntelAtomServer.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;SeaMicro&lt;/font&gt;&lt;/a&gt;&lt;u&gt;&lt;font color=#0000ff&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;span class=MsoHyperlink&gt; Releases
Innovative Intel Atom Server&lt;/span&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&lt;/u&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;)&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;and
the recently renamed &lt;/font&gt;&lt;a href="http://calxeda.com/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Calxeda&lt;/font&gt;&lt;/a&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt; (previously
Smooth-Stone) has an ARM-based product under development.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;Other notes on low-cost, low-powered
servers:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo2" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2010/06/14/SeaMicroReleasesInnovativeIntelAtomServer.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;SeaMicro
Releases Innovative Intel Atom Server&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo2" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2010/05/18/WhenVeryLowPowerLowCostServersDontMakeSense.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;When
Very Low-Power, Low-Cost Servers don’t make snese&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo2" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2010/01/07/VeryLowPowerServersProgress.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Very
Low-Power Server Progress&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo2" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/01/15/TheCaseForLowCostLowPowerServers.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;The
Case for Low-Cost, Low-Power Servers&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo2" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/11/30/2010TheYearOfMicroSliceServers.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;2010
the Year of the Microslice Servers&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo2" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/09/07/LinuxApacheOnARMProcessors.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Linux/Apache
on ARM processors&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo2" class=MsoListParagraph&gt;
&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/09/16/ARMCortexA9SMPDesignAnnounced.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;ARM
Cortex-A9 SMP Design Announced&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;o:p&gt;
&lt;font color=#000000 face=Calibri&gt;&lt;font size=3&gt;&amp;nbsp;&lt;/font&gt;

&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;From Datacenter Knowledge: &lt;/font&gt;&lt;a href="http://www.datacenterknowledge.com/archives/2010/11/19/new-arm-based-server-from-zt-systems/"&gt;&lt;font color=#0000ff size=3&gt;New
ARM-Based Server from ZT systems&lt;/font&gt;&lt;/a&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&amp;nbsp;
&lt;/p&gt;
&gt;&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
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&lt;o:p&gt;&lt;/o:p&gt;
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&lt;o:p&gt;&lt;/o:p&gt;
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&lt;o:p&gt;&lt;/o:p&gt;
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&amp;nbsp;
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&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,ce53c896-a4a2-4a33-8882-e05debd97e1d.aspx</comments>
      <category>Hardware</category>
    </item>
    <item>
      <trackback:ping>http://perspectives.mvdirona.com/Trackback.aspx?guid=c5887a82-fdbf-4f94-9243-ab48ae691f0d</trackback:ping>
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      <dc:creator>James Hamilton</dc:creator>
      <wfw:comment>http://perspectives.mvdirona.com/CommentView,guid,c5887a82-fdbf-4f94-9243-ab48ae691f0d.aspx</wfw:comment>
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      <slash:comments>2</slash:comments>
      <title>Datacenter Networks are in my Way</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,c5887a82-fdbf-4f94-9243-ab48ae691f0d.aspx</guid>
      <link>http://perspectives.mvdirona.com/2010/10/31/DatacenterNetworksAreInMyWay.aspx</link>
      <pubDate>Sun, 31 Oct 2010 19:30:28 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;I did a talk earlier this week on the sea
change currently taking place in datacenter networks. In &lt;/font&gt;&lt;a href="http://mvdirona.com/jrh/TalksAndPapers/JamesHamilton_POA20101026_External.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Datacenter
Networks are in my Way&lt;/font&gt;&lt;/a&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt; I
start with an overview of where the costs are in a high scale datacenter. With that
backdrop, we note that networks are fairly low power consumers relative to the total
facility consumption and not even close to the dominant cost. Are they actually a
problem? The rest of the talk is arguing networks are actually a huge problem across
the board including cost and power. Overall, networking gear lags behind the rest
of the high-scale infrastructure world, block many key innovations, and actually are
both cost and power problems when we look deeper.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;The overall talk agenda:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Datacenter
Economics&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Is
Net Gear Really the Problem?&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Workload
Placement Restrictions&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Hierarchical
&amp;amp; Over-Subscribed&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Net
Gear: SUV of the Data Center&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Mainframe
Business Model&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Manually
Configured &amp;amp; Fragile at Scale&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;New
Architecture for Networking&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;In a classic network design, there
is more bandwidth within a rack and more within an aggregation router than across
the core. This is because the network is over-subscribed. Consequently, instances
of a workload often needs to be placed topologically near to other instances of the
workload, near storage, near app tiers, or on the same subnet. All these placement
restrictions make the already over-constrained workload placement problem even more
difficult. The result is either the constraints are not met which yields poor workload
performance or the constraints are met but overall server utilization is lower due
to accepting these constraints. What we want is all points in the datacenter equidistant
and no constraints on workload placement.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Continuing on the over-subscription
problem mentioned above, data intensive workloads like MapReduce and high performance
computing workloads run poorly on oversubscribed networks.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;Its
not at all uncommon for a MapReduce workload to transport the entire data set at least
once over the network during job run. The cost of providing a flat, all-points-equidistant
network are so high, that most just accept the constraint and other run MapReduce
poorly or only run them in narrow parts of the network (accepting workload placement
constraints).&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Net gear doesn’t consume much
power relative to total datacenter power consumption – other gear in the data center
are, in aggregate much worse. However, network equipment power is absolutely massive
today and it is trending up fast. A fully configured Cisco Nexus 7000 requires 8 circuits
of 5kw each. Admittedly some of that power is for redundancy but how can 120 ports
possibly require as much power provisioned as 4 average sized full racks of servers?
Net gear is the SUV of the datacenter.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The network equipment business
model is broken. We love the server business model where we have competition at the
CPU level, more competition at the server level, and an open source solution for control
software.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;In the networking world, it’s
a vertically integrated stack and this slows innovation and artificially holds margins
high. It’s a mainframe business model.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;img src="http://perspectives.mvdirona.com/content/binary/NetGearEcoSystem.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;New solutions are now possible with competing
merchant silicon from Broadcom, Marvell, and Fulcrum and competing switch designs
built on all three. We don’t yet have the open source software stack but there are
some interesting possibilities on the near term horizon with OpenFlow being perhaps
the most interesting enabler. More on the business model and why I’m interested in
OpenFlow at: &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/12/19/NetworkingTheLastBastionOfMainframeComputing.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Networking:
The Last Bastion of the Mainframe Computing&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Talk slides: &lt;/font&gt;&lt;a href="http://mvdirona.com/jrh/TalksAndPapers/JamesHamilton_POA20101026_External.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://mvdirona.com/jrh/TalksAndPapers/JamesHamilton_POA20101026_External.pdf&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;span style="mso-tab-count: 4"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;--jrh&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;a name=_MailAutoSig&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;James
Hamilton&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
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&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
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&lt;o:p&gt;&lt;/o:p&gt;
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&lt;o:p&gt;&lt;/o:p&gt;
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&lt;p&gt;
&amp;nbsp;
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From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,c5887a82-fdbf-4f94-9243-ab48ae691f0d.aspx</comments>
      <category>Hardware</category>
      <category>Services</category>
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      <dc:creator>James Hamilton</dc:creator>
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      <slash:comments>4</slash:comments>
      <title>Energy Proportional Datacenter Networks</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,1a2150a9-2612-4b8c-89fc-b468de7e3f0f.aspx</guid>
      <link>http://perspectives.mvdirona.com/2010/08/01/EnergyProportionalDatacenterNetworks.aspx</link>
      <pubDate>Sun, 01 Aug 2010 17:44:07 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;A couple of weeks back &lt;/font&gt;&lt;a href="http://glinden.blogspot.com/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Greg
Linden&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; sent me an interesting paper
called &lt;/font&gt;&lt;a href="http://research.google.com/pubs/pub36462.html"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Energy
Proportional Datacenter Networks&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;.
The principal of energy proportionality was first coined by &lt;/font&gt;&lt;a href="http://research.google.com/pubs/LuizBarroso.html"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Luiz
Barroso&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; and &lt;/font&gt;&lt;a href="http://research.google.com/pubs/author79.html"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Urs
Hölzle&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; in an excellent paper titled &lt;/font&gt;&lt;a href="http://research.google.com/pubs/pub33387.html"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;The
Case for Energy-Proportional Computing&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt;.
The core principal behind energy proportionality is that computing equipment should
consume power in proportion to their utilization level. For example, a computing component
that consumes N watts at full load, should consume X/100*N Watts when running at X%
load. This may seem like a obviously important concept but, when the idea was first
proposed back in 2007, it was not uncommon for a server running at 0% load to be consuming
80% of full load power. Even today, you can occasionally find servers that poor. The
incredibly difficulty of maintaining near 100% server utilization makes energy proportionality
a particularly important concept.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt; tab-stops: 274.9pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;&lt;span style="mso-tab-count: 1"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;One of the wonderful aspects of
our industry is, when an attribute becomes important, we focus on it. Power consumption
as a whole has become important and, as a consequence, average full load server power
has been declining for the last couple of years. It is now easy to buy a commodity
server under 150W. And, with energy proportionality now getting industry attention,
this metric is also improving fast. Today a small percentage of the server market
has just barely cross the 50% power proportionality line which is to say, if they
are idle, they are consuming less than 50% of the full load power. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;This is great progress that we’re
all happy to see. However, it’s very clear we are never going to achieve 100% power
proportionality so raising server utilization will remain&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;the
most important lever we have in reducing wasted power. This is one of the key advantages
of cloud computing. When a large number of workloads are brought together with non-correlated
utilization peaks and valleys, the overall peak to trough load ratio is dramatically
flattened. Looked at it simplistically, aggregating workloads with dissimilar peak
resource consumption levels tends to reduce the peak to trough ratios. There need
to be resources available for peak resource consumption but the utilization level
goes up and down with workload so reducing the difference between peak and trough
aggregate load levels, cuts costs, save energy, and is better for the environment.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Understanding the importance of power proportionality,
it’s natural to be excited by the &lt;/font&gt;&lt;a href="http://research.google.com/pubs/pub36462.html"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Energy
Proportional Datacenter Networks&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt; paper.
In this paper, the authors observer “if the system is 15% utilized (servers and network)
and the servers are fully power-proportional, the network will consume nearly 50%
of the overall power.” Without careful reading, this could lead one to believe that
network power consumption was a significant industry problem and immediate action
at top priority was needed. But the statement has two problems. The first is the assumption
that “full &lt;span style="mso-spacerun: yes"&gt;&amp;nbsp;&lt;/span&gt;energy proportionality” is
even possible. There will always be some overhead in having a server running. And
we are currently so distant from this 100% proportional goal, that any conclusion
that follows from this assumption is unrealistic and potentially mis-leading.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;The second issue is perhaps more
important: the entire data center might be running at 15% utilization. 15% utilization
means that all the energy (and capital) that went into the datacenter power distribution
system, all the mechanical systems, the servers themselves, is only being 15% utilized.
The power consumption is actually a tiny part of the problem.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;The
real problem is the utilization level means that most resources in a nearly $100M
investment are being wasted by low utilization levels.There are many poorly utilized
data centers running at 15% or worse utilization but I argue the solution to this
problem is to increase utilization. Power proportionality is very important and many
of us are working hard to find ways to improve power proportionality. But, power proportionality
won’t reduce the importance of ensuring that datacenter resources are near fully utilized.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Just as power proportionality
will never be fully realized, 100% utilization will never be realized either so clearly
we need to do both. However, it’s important to remember that the gain from increasing
utilization by 10% is far more than the possible gain to be realized by improving
power proportionality by 10%. Both are important but utilization is by far the strongest
lever in reducing cost and the impact of computing on the environment.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Returning to the negative impact of networking
gear on overall datacenter power consumption, let’s look more closely. It’s easy to
get upset when you look at net gear power consumption. It is prodigious. For example
a &lt;/font&gt;&lt;a href="http://www.juniper.net/de/de/products-services/switching/ex-series/ex8200/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Juniper
EX8200&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; consumes nearly 10Kw. That’s
roughly as much power consumption as an entire rack of servers (server rack powers
range greatly but 8 to 10kW is pretty common these days). A fully configured &lt;/font&gt;&lt;a href="http://www.cisco.com/en/US/products/ps9402/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Cisco
Nexus 7000&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; requires
8 full 5kW circuits to be provisioned. That’s 40kW or roughly as much power provisioned
to a single network device as would be required by 4 average racks of servers. These
numbers are incredibly large individually but it’s important to remember that there
really isn’t all that much networking gear in a datacenter relative to the number
of servers. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;To get precise, let’s build a
model of the power required in a large datacenter to understand the details of networking
gear power consumption relative to the rest of the facility. In this model, we’re
going to build a medium to large sized datacenter with 45,000 servers. Let’s assume
these servers are operating at an industry leading 50% power proportionality and consume
only 150W each at full load. This facility has a PUE of 1.5 which is to say that for
every watt of power delivered to IT equipment (servers, storage and networking equipment),
there is ½ watt lost in power distribution and powering mechanical systems. PUEs as
high as 1.2 are possible but rare and PUEs as poor as 3.0 are possible and unfortunately
quite common. The industry average is currently 2.0 which says that in an average
datacenter, for every watt delivered to the IT load, 1 watt is spent on overhead (power
distribution, cooling, lighting, etc.). 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;For networking, we’ll first build
a conventional, over-subscribed, hierarchical network. &lt;span style="mso-spacerun: yes"&gt;&amp;nbsp;&lt;/span&gt;In
this design, we’ll use Cisco 3560 as a top of rack (TOR) switch. We’ll connect these
TORs 2-way redundant to Juniper Ex8216 at the aggregation layer. We’ll connect the
aggregation layer to Cisco 6509E in the core were we need only 1 device for a network
of this size but we use 2 for redundancy. We also have two border devices in the model:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/ConventionalNetworkkingPower.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;Using these numbers as input we
get the following:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Total
DC Power:&lt;span style="mso-tab-count: 2"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;10.74MW
(1.5 * IT load)&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;IT
Load: &lt;span style="mso-tab-count: 3"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;7.16MW
(netgear + servers and storage)&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l0 level2 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: 'Courier New'; mso-fareast-font-family: 'Courier New'"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;o&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Servers
&amp;amp; Storage:&lt;span style="mso-tab-count: 1"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;6.75MW
(45,100 * 150W)&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l0 level2 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: 'Courier New'; mso-fareast-font-family: 'Courier New'"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;o&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Networking
gear:&lt;span style="mso-tab-count: 1"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;0.41
MW (from table above)&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;This would have the networking
gear as consuming only 3.8% of the overall power consumed by the facility (0.41/10.74).
If we were running at 0% utilization which I truly hope is far worse that anyone’s
worst case today, what networking consumption would we see? Using the numbers above
with the servers at 50% power proportionally (unusually good), we would have the networking
gear at 7.2% of overall facility power (0.41/((6.75*0.5+0.41)*1.5)).&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;This data argues strongly that
networking is not the biggest problem or anywhere close. We like improvements wherever
we can get them and so I’ll never walk away from a cost effective networking power
solution. But, networking power consumption is not even close to our biggest problem
so we should not get distracted.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;What if we built an modern &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Fat_tree"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;fat
tree network&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; using commodity high-radix
networking gear along the lines alluded to in &lt;/font&gt;&lt;a href="http://mvdirona.com/jrh/TalksAndPapers/JamesHamilton_CleanSlateCTO2009.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Data
Center Networks are in my Way&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; and
covered in detail in the &lt;/font&gt;&lt;a href="http://research.microsoft.com/pubs/80693/vl2-sigcomm09-final.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;VL2&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; and &lt;/font&gt;&lt;a href="http://research.microsoft.com/pubs/80693/vl2-sigcomm09-final.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;PortLand&lt;/font&gt;&lt;/a&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt; papers?
Using 48 port network devices we would need 1875 switches in the first tier, 79 in
the next, then 4, and 1 at the root. Let’s use 4 at the root to get some additional
redundancy which would put the switch count at 1,962 devices. Each network device
dissipates roughly 150W and driving each of the 48 transceivers requires roughly 5w
each &lt;span style="mso-spacerun: yes"&gt;&amp;nbsp;&lt;/span&gt;(a rapidly declining number). This
totals to 390W per 48 port device. Any I’ve seen are better but let’s use these numbers
to ensure we are seeing the network in its worst likely form. Using these data we
get:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Total
DC Power:&lt;span style="mso-tab-count: 2"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;11.28MW&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;IT
Load: &lt;span style="mso-tab-count: 3"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;7.52MW&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l0 level2 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: 'Courier New'; mso-fareast-font-family: 'Courier New'"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;o&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Servers
&amp;amp; Storage:&lt;span style="mso-tab-count: 1"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;6.75MW&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 1in; mso-list: l0 level2 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: 'Courier New'; mso-fareast-font-family: 'Courier New'"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;o&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Networking
gear:&lt;span style="mso-tab-count: 1"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;0.77MW&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Even assuming very high network
power dissipation rates with 10GigE to every host in the entire datacenter with a
constant bisection bandwidth network topology that requires a very large number of
devices, we still only have the network at 6.8% of the overall data center. If we
assume the very worst case available today where we have 0% utilization with 50% power
proportional servers, we get 12.4% power consumed in the network (0.77/((6.75*0.5+0.77)*1.5)).&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;12% is clearly enough to worry
about but, in order for the network to be that high, we had to be running at 0% utilization
which is to say, that all the resources in the entire data center are being wasted.
0% utilization means we are wasting 100% of the servers, all the power distribution,
all the mechanical systems, and the entire networking system, etc. At 0% utilization,
it’s not the network that is the problem. It’s the server utilization that needs attention. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Note that in the above model more
than 60% of the power consumed by the networking devices were the per-port transceivers.
We used 5W/port for these but overall transceiver power is expected to drop down to
3W or less over the next couple of years so we should expect a drop in network power
consumption of 30 to 40% in the very near future.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;Summarizing the findings: My take
from this data is it’s a rare datacenter where more than 10% of power is going to
networking devices and most datacenters will be under 5%. Power proportionality in
the network is of some value but improving server utilization is a far more powerful
lever. In fact a good argument can be made to spend more on networking gear and networking
power if you can use that investment to drive up server utilization by reducing constraints
on workload placement.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;span style="mso-tab-count: 5"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;--jrh&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;a name=_MailAutoSig&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;James
Hamilton&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt;e: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="mailto:jrh@mvdirona.com"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;jrh@mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt;w: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://www.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;http://www.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt;b: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://blog.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;http://blog.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt; / &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;http://perspectives.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt; &lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt; 
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;img width="0" height="0" src="http://perspectives.mvdirona.com/aggbug.ashx?id=1a2150a9-2612-4b8c-89fc-b468de7e3f0f" /&gt;
&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,1a2150a9-2612-4b8c-89fc-b468de7e3f0f.aspx</comments>
      <category>Hardware</category>
    </item>
    <item>
      <trackback:ping>http://perspectives.mvdirona.com/Trackback.aspx?guid=4817efdc-8e25-453a-8da0-ef65d33d82b0</trackback:ping>
      <pingback:server>http://perspectives.mvdirona.com/pingback.aspx</pingback:server>
      <pingback:target>http://perspectives.mvdirona.com/PermaLink,guid,4817efdc-8e25-453a-8da0-ef65d33d82b0.aspx</pingback:target>
      <dc:creator>James Hamilton</dc:creator>
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      <slash:comments>1</slash:comments>
      <title>Long tailed workloads and the return of hierarchical storage management</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,4817efdc-8e25-453a-8da0-ef65d33d82b0.aspx</guid>
      <link>http://perspectives.mvdirona.com/2010/07/09/LongTailedWorkloadsAndTheReturnOfHierarchicalStorageManagement.aspx</link>
      <pubDate>Fri, 09 Jul 2010 16:30:14 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;a href="http://en.wikipedia.org/wiki/Hierarchical_storage_management"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Hierarchical
storage management&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; (HSM) also called
tiered storage management is back but in a different form. HSM exploits the access
pattern skew across data sets by placing cold, seldom accessed data on slow cheap
media and frequently accessed data on fast near media.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;In
old days, HSM typically referred to system mixing robotically managed tape libraries
with hard disk drive staging areas. HSM was actually never gone – its just a very
old technique to exploit data access pattern skew to reduce storage costs. &lt;span style="mso-spacerun: yes"&gt;&amp;nbsp;&lt;/span&gt;Here’s
an old unit from &lt;/font&gt;&lt;a href="http://www.fnal.gov/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;FermiLab&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;.&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/Old_Fermilab_tape_robot.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Hot data or data currently being
accessed is stored on disk and old data that has not been recently accessed is stored
on tape. It’s a great way to drive costs down below disk but avoid the people costs
of tape library management and to (slightly) reduce the latency of accessing data
on tape.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;The basic concept shows up anywhere where
there is data access locality or skew in the access patterns where some data is rarely
accessed and some data is frequently accessed. Since evenly distributed, non-skewed
access pattern only show up in benchmarks, this concept works on a wide variety of
workloads. Processors have cache hierarchies where the top of the hierarchy is very
expensive register files and there are multiple layers of increasingly large caches
between the register file and memory. Database management systems have large in memory
buffer pools insulating access to slow disk. Many very high scale services like Facebook
have mammoth in-memory caches insulating access to slow database systems. In the Facebook
example, they have 2TB of Memcached in front of their vast MySQL fleet: &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2010/07/01/Velocity2010.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Velocity
2010&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Flash memory again opens up the opportunity
to apply HSM concepts to storage.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;Rather
than using slow tape and fast disk, we use (relatively) slow disk and fast NAND flash.
There are many approaches to implementing HSM over flash memory and hard disk drives.
Facebook implemented &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2010/04/29/FacebookFlashcache.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Flashcache&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; which
tracks access patterns at the logical volume layer (below the filesystem) in Linux
with hot pages written to flash and cold pages to disk.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;LSI
is a good example implementation done at the disk controller level with their &lt;/font&gt;&lt;a href="http://www.lsi.com/DistributionSystem/AssetDocument/MR_CacheCade_PB_043010.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;CacheCade&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; product.
Others have done it in application specific logic where hot indexing structures are
put on flash and cold data pages are written to disk. Yet another approach that showed
up around 3 years ago is a &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Hybrid_drive"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Hybrid
Disk Drive&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Hybrid drives combine large, persistent
flash memory caches with disk drives in a single package. When they were first announced,
I was excited by them but I got over the excitement once I started benchmarking. It
was what looked to be a good idea but the performance really was unimpressive.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Hybrid rives still looks like a good idea
but now we actually have respectable performance with the &lt;/font&gt;&lt;a href="http://www.seagate.com/www/en-us/products/laptops/laptop-hdd"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Seagate
Momentus XT&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;. This part is actually
aimed at the laptop market but I’m always watching client progress to understand what
can be applied to servers. This finally looks like its heading in the right direction.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;See
the AnandTech article on this drive for more performance data: &lt;/font&gt;&lt;a href="http://www.anandtech.com/show/3734/seagates-momentus-xt-review-finally-a-good-hybrid-hdd"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Seagate's
Momentus XT Reviewed, Finally a Good Hybrid HDD&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;.
I still slightly prefer the Facebook FlashCache approach but these hybrid drives are
worth watching.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Thanks to &lt;/font&gt;&lt;a href="http://glinden.blogspot.com/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Greg
Linden&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; for sending
this one my way.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;span style="mso-tab-count: 3"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;--jrh&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;a name=_MailAutoSig&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;James
Hamilton&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt;e: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="mailto:jrh@mvdirona.com"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-bidi-font-size: 11.0pt; mso-no-proof: yes"&gt;jrh@mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
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&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt;b: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://blog.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-bidi-font-size: 11.0pt; mso-no-proof: yes"&gt;http://blog.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt; / &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-bidi-font-size: 11.0pt; mso-no-proof: yes"&gt;http://perspectives.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt; &lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
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&lt;/p&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt; 
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;img width="0" height="0" src="http://perspectives.mvdirona.com/aggbug.ashx?id=4817efdc-8e25-453a-8da0-ef65d33d82b0" /&gt;
&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,4817efdc-8e25-453a-8da0-ef65d33d82b0.aspx</comments>
      <category>Hardware</category>
    </item>
    <item>
      <trackback:ping>http://perspectives.mvdirona.com/Trackback.aspx?guid=65b36ed8-2f00-4d33-9a34-8ae492360334</trackback:ping>
      <pingback:server>http://perspectives.mvdirona.com/pingback.aspx</pingback:server>
      <pingback:target>http://perspectives.mvdirona.com/PermaLink,guid,65b36ed8-2f00-4d33-9a34-8ae492360334.aspx</pingback:target>
      <dc:creator>James Hamilton</dc:creator>
      <wfw:comment>http://perspectives.mvdirona.com/CommentView,guid,65b36ed8-2f00-4d33-9a34-8ae492360334.aspx</wfw:comment>
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      <slash:comments>7</slash:comments>
      <title>SeaMicro Releases Innovative Intel Atom Server</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,65b36ed8-2f00-4d33-9a34-8ae492360334.aspx</guid>
      <link>http://perspectives.mvdirona.com/2010/06/14/SeaMicroReleasesInnovativeIntelAtomServer.aspx</link>
      <pubDate>Mon, 14 Jun 2010 04:01:11 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;I’ve been talking about the application low-power,
low-cost processors to server workloads for years starting with &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/01/15/TheCaseForLowCostLowPowerServers.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;The
Case for Low-Cost, Low-Power Servers&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;.
Subsequent articles get into more detail: &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/01/23/MicrosliceServers.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Microslice
Servers&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;, &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/01/25/LowPowerAmdahlBladesForDataIntensiveComputing.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Low-Power
Amdahl Blades for Data Intensive Computing&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;,
and &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/09/03/SuccessfullyChallengingTheServerTax.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Successfully
Challenging the Server Tax&lt;/font&gt;&lt;/a&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Single dimensional measures of servers like
“performance” without regard to server cost or power dissipation are seriously flawed.
The right way to measure server performance is work done per dollar and work done
by joule. If you adopt these measures of workload performance, we find that cold storage
workload and highly partitionable workloads run very well on low-cost, low-power servers.
And we find the converse as well. Database workloads run poorly on these servers (see &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2010/05/18/WhenVeryLowPowerLowCostServersDontMakeSense.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;When
Very Low-Power, Low-Cost Servers Don’t Make Sense&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;).&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;The reasons why scale-up workloads
in general and database workload specifically run poorly on low-cost, low-powered
servers are fairly obvious.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;Workloads
that don’t scale-out, need bigger single servers to scale (duh). And workloads that
are CPU bound tend to run more cost effectively on higher powered nodes. The later
isn’t strictly true. Even with scale-out losses, many CPU bound workloads still run
efficiently on low-cost, low-powered servers because what is lost on scaling is sometimes
more than gained by lower-cost and lower power consumption.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;I find the bounds where a technology ceases
to work efficiently to be the most interesting area to study for two reasons: 1) these
boundaries teach us why current solutions don’t cross the boundary and often gives
us clues on how to make the technology apply more broadly, and most important, 2)
you really need to know where not to apply a new technology. It is rare that a new
technology is a uniform across-the board win. For example, many of the current applications
of &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Flash_memory"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;flash
memory&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt; make very little
economic sense. It’s a wonderful solution for hot I/O-bound workloads where it is
far superior to spinning media. But flash is a poor fit for many of the applications
where it ends up being applied. You need to know where not to use a technology.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Focusing on the bounds of why
low-cost, low-power servers don’t run a far broader class of workloads also teaches
us what needs to change to achieve broader applicability. For example, if we ask what
if the processor cost and power dissipation was zero, we quickly see, when scaling
down processors costs and power, it is what surrounds the processor that begins to
dominate. We need to get enough work done on each node to pay for the cost and power
of all the surrounding components from northbridge, through&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;memory,
networking, power supply, etc. Each node needs to get enough done to pay for the overhead
components.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;This shows us an interesting future direction:
what if servers shared the infrastructure and the “all except the processor” tax was
spread over more servers? It turns out this really is a great approach and applying
this principle opens up the number of workloads that can be hosted on low-cost, low-power
servers. Two examples of this direction are the &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/05/22/ServerUnder30W.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Dell
Fortuna&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; and &lt;/font&gt;&lt;a href="http://www.sgi.com/products/servers/cloudrack/cloudrackc2.html"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Rackable
CloudRack C2&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;. Both
these shared infrastructure servers take a big step in this direction.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;b style="mso-bidi-font-weight: normal"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;span style="FONT-SIZE: 12pt; mso-bidi-font-size: 11.0pt"&gt;SeaMicro
Releases Innovative Intel Atom Server&lt;/span&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/b&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;One of the two server startups I’m currently
most excited about is &lt;/font&gt;&lt;a href="http://www.seamicro.com/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;SeaMicro&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;.
Up until today, they have been in stealth mode and I haven’t been able to discuss
what they are building. It’s been killing me. They are targeting the low-cost, low-power
server market and they have carefully studied the lessons above and applied the learning
deeply. SeaMicro has built a deeply integrated, shared infrastructure, low-cost, low-power
server solution with a broader potential market than any I’ve seen so far. They are
able to run the Intel x86 instruction set avoiding the adoption friction of using
different ISAs and they have integrated a massive number servers very deeply into
an incredibly dense package. I continue to point out that rack density for densities
sake is a bug not a feature (see &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2008/09/11/WhyBladeServersArentTheAnswerToAllQuestions.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Why
Blades aren’t the Answer to All Questions&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;)
but the SeaMicro server module density is “good density” that reduces cost and increases
efficiency. At under 2kw for a 10RU module, it is neither inefficient or challenging
from a cooling perspective. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Potential downsides of the SeaMicro approach
is that the &lt;/font&gt;&lt;a href="http://www.intel.com/technology/atom/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Intel
Atom&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; CPU is not quite as power
efficient as some of the &lt;/font&gt;&lt;a href="http://www.arm.com/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;ARM-based&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; solutions
and it doesn’t currently support ECC memory. However, the SeaMicro design is available
now and it is a considerable advancement over what is currently in the market. See &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/10/07/YouReallyDONeedECCMemory.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;You
Really do Need ECC Memory in Servers&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; for
more detail on why ECC can be important. What SeaMicro has built is actually CPU independent
and can integrate other CPUs as other choice become available and the current Intel
Atom-based solution will work well for many server workloads. I really like what they
have done.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;SeaMicro have taken shared infrastructure
to a entirely new level in building a 512 server module that takes just 10 RU and
dissipates just under 2Kw. Four of these modules will fit in an industry standard
rack, consume a reasonable 8kW, and deliver more work done joule, work done per dollar,
and more work done per rack than the more standard approaches currently on the market. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/SeaMicroPerformance.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font face=Calibri&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;The SeaMicro server module is
comprised of:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;512
1.6Ghz Intel Atoms (2048 CPUs/rack)&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;1
TB DRAM&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;1.28
Tbps networking fabric&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Up
to 16x 10Gbps ingress/egress network or up to 64 1Gbps if running 1GigE&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;0
to 64 SATA SSD or HDDs&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Standard
x86 instruction set architecture (no recompilation)&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Integrated
software load-balancer&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face=Calibri&gt;&lt;font size=3&gt;Integrated
layer 2 networking switch&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="TEXT-INDENT: -0.25in; MARGIN: 0in 0in 0pt 0.5in; mso-list: l0 level1 lfo1" class=MsoListParagraph&gt;
&lt;font color=#000000&gt;&lt;span style="FONT-FAMILY: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol"&gt;&lt;span style="mso-list: Ignore"&gt;&lt;font size=3&gt;·&lt;/font&gt;&lt;span style="FONT: 7pt 'Times New Roman'"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Under
2kW power 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The server nodes are built 8 to
a board in one of the nicest designs I’ve seen for years:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/SeaMicro8ProcBoard.jpg"&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;span style="FONT-FAMILY: 'Calibri','sans-serif'; FONT-SIZE: 11pt; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi; mso-fareast-font-family: Calibri; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-ascii-theme-font: minor-latin; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA"&gt;&lt;font color=#000000&gt;&lt;/font&gt;&lt;/span&gt;&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;span style="FONT-FAMILY: 'Calibri','sans-serif'; FONT-SIZE: 11pt; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi; mso-fareast-font-family: Calibri; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-ascii-theme-font: minor-latin; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA"&gt;&lt;font color=#000000&gt;The
SeaMicro 10 RU chassis can be hosted 4 to an industry standard rack:&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;span style="FONT-FAMILY: 'Calibri','sans-serif'; FONT-SIZE: 11pt; mso-bidi-font-family: 'Times New Roman'; mso-bidi-theme-font: minor-bidi; mso-fareast-font-family: Calibri; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-ascii-theme-font: minor-latin; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA"&gt;&lt;/span&gt;&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/SeaMicroModule.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;This is an important hardware
advancement and it is great to see the faster pace of innovation sweeping the server
world driven by innovative startups like SeaMicro.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;span style="mso-tab-count: 5"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;--jrh&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;a name=_MailAutoSig&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;James
Hamilton&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt;e: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="mailto:jrh@mvdirona.com"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;jrh@mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000 face=Calibri&gt;w: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://www.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="COLOR: blue; FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;http://www.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
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From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,65b36ed8-2f00-4d33-9a34-8ae492360334.aspx</comments>
      <category>Hardware</category>
    </item>
    <item>
      <trackback:ping>http://perspectives.mvdirona.com/Trackback.aspx?guid=9686ca98-a626-48b4-bac5-380f827de861</trackback:ping>
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      <dc:creator>James Hamilton</dc:creator>
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      <slash:comments>10</slash:comments>
      <title>When Very Low-Power, Low-Cost Servers Don't Make Sense</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,9686ca98-a626-48b4-bac5-380f827de861.aspx</guid>
      <link>http://perspectives.mvdirona.com/2010/05/18/WhenVeryLowPowerLowCostServersDontMakeSense.aspx</link>
      <pubDate>Tue, 18 May 2010 12:09:47 GMT</pubDate>
      <description>&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;span style="color: black;"&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;I am excited by very
low power, very low cost servers and the impact they will have on our industry. There
are many workloads where CPU is in excess and lower power and lower cost servers are
the right answer. These are workloads that don’t fully exploit the capabilities of
the underlying server. For these workloads, the server is out of balance with excess
CPU capability (both power and cost). There are workloads were less is more. But,
with technology shifts, it’s easy to get excited and try to apply the new solution
too broadly. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;span style="color: black;"&gt;
&lt;o:p&gt;
&lt;font face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;span style="color: black;"&gt;&lt;font face="Calibri" size="3"&gt;We can see parallels in
the Flash memory world. At first there was skepticism that Flash had a role to play
in supporting server workloads. More recently, there is huge excitement around flash
and I keep coming across applications of the technology that really don’t make economic
sense. Not all good ideas apply to all problems. In going after this issue I wrote &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2008/10/15/WhenSSDsMakeSenseInServerApplications.aspx"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;When
SSDs make sense in Server applications&lt;/font&gt;&lt;/a&gt;&lt;font face="Calibri" size="3"&gt; and
then later &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/04/12/WhereSSDsDontMakeSenseInServerApplications.aspx"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;When
SSDs Don’t Make Sense in Server Applications&lt;/font&gt;&lt;/a&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;.
Sometimes knowing where not to apply a technology is more important than knowing where
to apply it. Looking at the negative technology applications is useful.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;span style="color: black;"&gt;
&lt;o:p&gt;
&lt;font face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;span style="color: black;"&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;Returning to very
low-cost, low-power servers, I’ve written a bit about where they make sense and why:&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;span style="color: black;"&gt; 
&lt;p style="text-indent: -0.25in; margin: 0in 0in 0pt 0.5in;" class="MsoListParagraph"&gt;
&lt;span style="font-family: Symbol;"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font: 7pt 'Times New Roman';"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2010/01/07/VeryLowPowerServersProgress.aspx"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Very
Low-Power Server Progress&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="text-indent: -0.25in; margin: 0in 0in 0pt 0.5in;" class="MsoListParagraph"&gt;
&lt;span style="font-family: Symbol;"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font: 7pt 'Times New Roman';"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/01/15/TheCaseForLowCostLowPowerServers.aspx"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;The
Case for Low-Cost, Low-Power Servers&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="text-indent: -0.25in; margin: 0in 0in 0pt 0.5in;" class="MsoListParagraph"&gt;
&lt;span style="font-family: Symbol;"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font: 7pt 'Times New Roman';"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/11/30/2010TheYearOfMicroSliceServers.aspx"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;2010
the Year of the Microslice Computer&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="text-indent: -0.25in; margin: 0in 0in 0pt 0.5in;" class="MsoListParagraph"&gt;
&lt;span style="font-family: Symbol;"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font: 7pt 'Times New Roman';"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/09/07/LinuxApacheOnARMProcessors.aspx"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Linux/Apache
on ARM Servers&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="text-indent: -0.25in; margin: 0in 0in 0pt 0.5in;" class="MsoListParagraph"&gt;
&lt;span style="font-family: Symbol;"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font: 7pt 'Times New Roman';"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/09/16/ARMCortexA9SMPDesignAnnounced.aspx"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;ARM
Cortex-A9 SMP Design Announced&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
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   UnhideWhenUsed="false" Name="Colorful Shading Accent 2"/&gt;
  &lt;w:LsdException Locked="false" Priority="72" SemiHidden="false"
   UnhideWhenUsed="false" Name="Colorful List Accent 2"/&gt;
  &lt;w:LsdException Locked="false" Priority="73" SemiHidden="false"
   UnhideWhenUsed="false" Name="Colorful Grid Accent 2"/&gt;
  &lt;w:LsdException Locked="false" Priority="60" SemiHidden="false"
   UnhideWhenUsed="false" Name="Light Shading Accent 3"/&gt;
  &lt;w:LsdException Locked="false" Priority="61" SemiHidden="false"
   UnhideWhenUsed="false" Name="Light List Accent 3"/&gt;
  &lt;w:LsdException Locked="false" Priority="62" SemiHidden="false"
   UnhideWhenUsed="false" Name="Light Grid Accent 3"/&gt;
  &lt;w:LsdException Locked="false" Priority="63" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium Shading 1 Accent 3"/&gt;
  &lt;w:LsdException Locked="false" Priority="64" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium Shading 2 Accent 3"/&gt;
  &lt;w:LsdException Locked="false" Priority="65" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium List 1 Accent 3"/&gt;
  &lt;w:LsdException Locked="false" Priority="66" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium List 2 Accent 3"/&gt;
  &lt;w:LsdException Locked="false" Priority="67" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium Grid 1 Accent 3"/&gt;
  &lt;w:LsdException Locked="false" Priority="68" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium Grid 2 Accent 3"/&gt;
  &lt;w:LsdException Locked="false" Priority="69" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium Grid 3 Accent 3"/&gt;
  &lt;w:LsdException Locked="false" Priority="70" SemiHidden="false"
   UnhideWhenUsed="false" Name="Dark List Accent 3"/&gt;
  &lt;w:LsdException Locked="false" Priority="71" SemiHidden="false"
   UnhideWhenUsed="false" Name="Colorful Shading Accent 3"/&gt;
  &lt;w:LsdException Locked="false" Priority="72" SemiHidden="false"
   UnhideWhenUsed="false" Name="Colorful List Accent 3"/&gt;
  &lt;w:LsdException Locked="false" Priority="73" SemiHidden="false"
   UnhideWhenUsed="false" Name="Colorful Grid Accent 3"/&gt;
  &lt;w:LsdException Locked="false" Priority="60" SemiHidden="false"
   UnhideWhenUsed="false" Name="Light Shading Accent 4"/&gt;
  &lt;w:LsdException Locked="false" Priority="61" SemiHidden="false"
   UnhideWhenUsed="false" Name="Light List Accent 4"/&gt;
  &lt;w:LsdException Locked="false" Priority="62" SemiHidden="false"
   UnhideWhenUsed="false" Name="Light Grid Accent 4"/&gt;
  &lt;w:LsdException Locked="false" Priority="63" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium Shading 1 Accent 4"/&gt;
  &lt;w:LsdException Locked="false" Priority="64" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium Shading 2 Accent 4"/&gt;
  &lt;w:LsdException Locked="false" Priority="65" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium List 1 Accent 4"/&gt;
  &lt;w:LsdException Locked="false" Priority="66" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium List 2 Accent 4"/&gt;
  &lt;w:LsdException Locked="false" Priority="67" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium Grid 1 Accent 4"/&gt;
  &lt;w:LsdException Locked="false" Priority="68" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium Grid 2 Accent 4"/&gt;
  &lt;w:LsdException Locked="false" Priority="69" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium Grid 3 Accent 4"/&gt;
  &lt;w:LsdException Locked="false" Priority="70" SemiHidden="false"
   UnhideWhenUsed="false" Name="Dark List Accent 4"/&gt;
  &lt;w:LsdException Locked="false" Priority="71" SemiHidden="false"
   UnhideWhenUsed="false" Name="Colorful Shading Accent 4"/&gt;
  &lt;w:LsdException Locked="false" Priority="72" SemiHidden="false"
   UnhideWhenUsed="false" Name="Colorful List Accent 4"/&gt;
  &lt;w:LsdException Locked="false" Priority="73" SemiHidden="false"
   UnhideWhenUsed="false" Name="Colorful Grid Accent 4"/&gt;
  &lt;w:LsdException Locked="false" Priority="60" SemiHidden="false"
   UnhideWhenUsed="false" Name="Light Shading Accent 5"/&gt;
  &lt;w:LsdException Locked="false" Priority="61" SemiHidden="false"
   UnhideWhenUsed="false" Name="Light List Accent 5"/&gt;
  &lt;w:LsdException Locked="false" Priority="62" SemiHidden="false"
   UnhideWhenUsed="false" Name="Light Grid Accent 5"/&gt;
  &lt;w:LsdException Locked="false" Priority="63" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium Shading 1 Accent 5"/&gt;
  &lt;w:LsdException Locked="false" Priority="64" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium Shading 2 Accent 5"/&gt;
  &lt;w:LsdException Locked="false" Priority="65" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium List 1 Accent 5"/&gt;
  &lt;w:LsdException Locked="false" Priority="66" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium List 2 Accent 5"/&gt;
  &lt;w:LsdException Locked="false" Priority="67" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium Grid 1 Accent 5"/&gt;
  &lt;w:LsdException Locked="false" Priority="68" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium Grid 2 Accent 5"/&gt;
  &lt;w:LsdException Locked="false" Priority="69" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium Grid 3 Accent 5"/&gt;
  &lt;w:LsdException Locked="false" Priority="70" SemiHidden="false"
   UnhideWhenUsed="false" Name="Dark List Accent 5"/&gt;
  &lt;w:LsdException Locked="false" Priority="71" SemiHidden="false"
   UnhideWhenUsed="false" Name="Colorful Shading Accent 5"/&gt;
  &lt;w:LsdException Locked="false" Priority="72" SemiHidden="false"
   UnhideWhenUsed="false" Name="Colorful List Accent 5"/&gt;
  &lt;w:LsdException Locked="false" Priority="73" SemiHidden="false"
   UnhideWhenUsed="false" Name="Colorful Grid Accent 5"/&gt;
  &lt;w:LsdException Locked="false" Priority="60" SemiHidden="false"
   UnhideWhenUsed="false" Name="Light Shading Accent 6"/&gt;
  &lt;w:LsdException Locked="false" Priority="61" SemiHidden="false"
   UnhideWhenUsed="false" Name="Light List Accent 6"/&gt;
  &lt;w:LsdException Locked="false" Priority="62" SemiHidden="false"
   UnhideWhenUsed="false" Name="Light Grid Accent 6"/&gt;
  &lt;w:LsdException Locked="false" Priority="63" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium Shading 1 Accent 6"/&gt;
  &lt;w:LsdException Locked="false" Priority="64" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium Shading 2 Accent 6"/&gt;
  &lt;w:LsdException Locked="false" Priority="65" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium List 1 Accent 6"/&gt;
  &lt;w:LsdException Locked="false" Priority="66" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium List 2 Accent 6"/&gt;
  &lt;w:LsdException Locked="false" Priority="67" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium Grid 1 Accent 6"/&gt;
  &lt;w:LsdException Locked="false" Priority="68" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium Grid 2 Accent 6"/&gt;
  &lt;w:LsdException Locked="false" Priority="69" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium Grid 3 Accent 6"/&gt;
  &lt;w:LsdException Locked="false" Priority="70" SemiHidden="false"
   UnhideWhenUsed="false" Name="Dark List Accent 6"/&gt;
  &lt;w:LsdException Locked="false" Priority="71" SemiHidden="false"
   UnhideWhenUsed="false" Name="Colorful Shading Accent 6"/&gt;
  &lt;w:LsdException Locked="false" Priority="72" SemiHidden="false"
   UnhideWhenUsed="false" Name="Colorful List Accent 6"/&gt;
  &lt;w:LsdException Locked="false" Priority="73" SemiHidden="false"
   UnhideWhenUsed="false" Name="Colorful Grid Accent 6"/&gt;
  &lt;w:LsdException Locked="false" Priority="19" SemiHidden="false"
   UnhideWhenUsed="false" QFormat="true" Name="Subtle Emphasis"/&gt;
  &lt;w:LsdException Locked="false" Priority="21" SemiHidden="false"
   UnhideWhenUsed="false" QFormat="true" Name="Intense Emphasis"/&gt;
  &lt;w:LsdException Locked="false" Priority="31" SemiHidden="false"
   UnhideWhenUsed="false" QFormat="true" Name="Subtle Reference"/&gt;
  &lt;w:LsdException Locked="false" Priority="32" SemiHidden="false"
   UnhideWhenUsed="false" QFormat="true" Name="Intense Reference"/&gt;
  &lt;w:LsdException Locked="false" Priority="33" SemiHidden="false"
   UnhideWhenUsed="false" QFormat="true" Name="Book Title"/&gt;
  &lt;w:LsdException Locked="false" Priority="37" Name="Bibliography"/&gt;
  &lt;w:LsdException Locked="false" Priority="39" QFormat="true" Name="TOC Heading"/&gt;
 &lt;/w:LatentStyles&gt;
&lt;/xml&gt;&lt;![endif]--&gt;&lt;style&gt;
&lt;!--
 /* Font Definitions */
 @font-face
	{font-family:"Cambria Math";
	panose-1:2 4 5 3 5 4 6 3 2 4;
	mso-font-alt:"Calisto MT";
	mso-font-charset:0;
	mso-generic-font-family:roman;
	mso-font-pitch:variable;
	mso-font-signature:-1610611985 1107304683 0 0 159 0;}
@font-face
	{font-family:Calibri;
	panose-1:2 15 5 2 2 2 4 3 2 4;
	mso-font-alt:"Arial Rounded MT Bold";
	mso-font-charset:0;
	mso-generic-font-family:swiss;
	mso-font-pitch:variable;
	mso-font-signature:-1610611985 1073750139 0 0 159 0;}
 /* Style Definitions */
 p.MsoNormal, li.MsoNormal, div.MsoNormal
	{mso-style-unhide:no;
	mso-style-qformat:yes;
	mso-style-parent:"";
	margin:0in;
	margin-bottom:.0001pt;
	mso-pagination:widow-orphan;
	font-size:11.0pt;
	font-family:"Calibri","sans-serif";
	mso-ascii-font-family:Calibri;
	mso-ascii-theme-font:minor-latin;
	mso-fareast-font-family:Calibri;
	mso-fareast-theme-font:minor-latin;
	mso-hansi-font-family:Calibri;
	mso-hansi-theme-font:minor-latin;
	mso-bidi-font-family:"Times New Roman";
	mso-bidi-theme-font:minor-bidi;}
a:link, span.MsoHyperlink
	{mso-style-noshow:yes;
	mso-style-priority:99;
	color:blue;
	mso-themecolor:hyperlink;
	text-decoration:underline;
	text-underline:single;}
a:visited, span.MsoHyperlinkFollowed
	{mso-style-noshow:yes;
	mso-style-priority:99;
	color:purple;
	mso-themecolor:followedhyperlink;
	text-decoration:underline;
	text-underline:single;}
span.EmailStyle16
	{mso-style-type:personal;
	mso-style-noshow:yes;
	mso-style-unhide:no;
	mso-ansi-font-size:11.0pt;
	mso-bidi-font-size:11.0pt;
	font-family:"Calibri","sans-serif";
	mso-ascii-font-family:Calibri;
	mso-ascii-theme-font:minor-latin;
	mso-fareast-font-family:Calibri;
	mso-fareast-theme-font:minor-latin;
	mso-hansi-font-family:Calibri;
	mso-hansi-theme-font:minor-latin;
	mso-bidi-font-family:"Times New Roman";
	mso-bidi-theme-font:minor-bidi;
	color:windowtext;}
.MsoChpDefault
	{mso-style-type:export-only;
	mso-default-props:yes;
	mso-ascii-font-family:Calibri;
	mso-ascii-theme-font:minor-latin;
	mso-fareast-font-family:Calibri;
	mso-fareast-theme-font:minor-latin;
	mso-hansi-font-family:Calibri;
	mso-hansi-theme-font:minor-latin;
	mso-bidi-font-family:"Times New Roman";
	mso-bidi-theme-font:minor-bidi;}
@page Section1
	{size:8.5in 11.0in;
	margin:1.0in 1.0in 1.0in 1.0in;
	mso-header-margin:.5in;
	mso-footer-margin:.5in;
	mso-paper-source:0;}
div.Section1
	{page:Section1;}
--&gt;
&lt;/style&gt;
&lt;!--[if gte mso 10]&gt;
&lt;style&gt;
 /* Style Definitions */
 table.MsoNormalTable
	{mso-style-name:"Table Normal";
	mso-tstyle-rowband-size:0;
	mso-tstyle-colband-size:0;
	mso-style-noshow:yes;
	mso-style-priority:99;
	mso-style-qformat:yes;
	mso-style-parent:"";
	mso-padding-alt:0in 5.4pt 0in 5.4pt;
	mso-para-margin:0in;
	mso-para-margin-bottom:.0001pt;
	mso-pagination:widow-orphan;
	font-size:11.0pt;
	font-family:"Calibri","sans-serif";
	mso-ascii-font-family:Calibri;
	mso-ascii-theme-font:minor-latin;
	mso-fareast-font-family:"Times New Roman";
	mso-fareast-theme-font:minor-fareast;
	mso-hansi-font-family:Calibri;
	mso-hansi-theme-font:minor-latin;}
&lt;/style&gt;
&lt;![endif]--&gt;
&gt;
&lt;p class="MsoNormal"&gt;
&lt;meta http-equiv="Content-Type" content="text/html; charset=utf-8"&gt;
&lt;meta name="ProgId" content="Word.Document"&gt;
&lt;meta name="Generator" content="Microsoft Word 12"&gt;
&lt;meta name="Originator" content="Microsoft Word 12"&gt;
&lt;link rel="File-List" href="file:///C:%5CUsers%5Cjames%5CAppData%5CLocal%5CTemp%5Cmsohtmlclip1%5C01%5Cclip_filelist.xml"&gt;
&lt;link rel="themeData" href="file:///C:%5CUsers%5Cjames%5CAppData%5CLocal%5CTemp%5Cmsohtmlclip1%5C01%5Cclip_themedata.thmx"&gt;
&lt;link rel="colorSchemeMapping" href="file:///C:%5CUsers%5Cjames%5CAppData%5CLocal%5CTemp%5Cmsohtmlclip1%5C01%5Cclip_colorschememapping.xml"&gt;
&lt;!--[if gte mso 9]&gt;&lt;xml&gt;
 &lt;w:WordDocument&gt;
  &lt;w:View&gt;Normal&lt;/w:View&gt;
  &lt;w:Zoom&gt;0&lt;/w:Zoom&gt;
  &lt;w:TrackMoves/&gt;
  &lt;w:TrackFormatting/&gt;
  &lt;w:PunctuationKerning/&gt;
  &lt;w:ValidateAgainstSchemas/&gt;
  &lt;w:SaveIfXMLInvalid&gt;false&lt;/w:SaveIfXMLInvalid&gt;
  &lt;w:IgnoreMixedContent&gt;false&lt;/w:IgnoreMixedContent&gt;
  &lt;w:AlwaysShowPlaceholderText&gt;false&lt;/w:AlwaysShowPlaceholderText&gt;
  &lt;w:DoNotPromoteQF/&gt;
  &lt;w:LidThemeOther&gt;EN-US&lt;/w:LidThemeOther&gt;
  &lt;w:LidThemeAsian&gt;X-NONE&lt;/w:LidThemeAsian&gt;
  &lt;w:LidThemeComplexScript&gt;X-NONE&lt;/w:LidThemeComplexScript&gt;
  &lt;w:Compatibility&gt;
   &lt;w:BreakWrappedTables/&gt;
   &lt;w:SnapToGridInCell/&gt;
   &lt;w:WrapTextWithPunct/&gt;
   &lt;w:UseAsianBreakRules/&gt;
   &lt;w:DontGrowAutofit/&gt;
   &lt;w:SplitPgBreakAndParaMark/&gt;
   &lt;w:DontVertAlignCellWithSp/&gt;
   &lt;w:DontBreakConstrainedForcedTables/&gt;
   &lt;w:DontVertAlignInTxbx/&gt;
   &lt;w:Word11KerningPairs/&gt;
   &lt;w:CachedColBalance/&gt;
  &lt;/w:Compatibility&gt;
  &lt;w:BrowserLevel&gt;MicrosoftInternetExplorer4&lt;/w:BrowserLevel&gt;
  &lt;m:mathPr&gt;
   &lt;m:mathFont m:val="Cambria Math"/&gt;
   &lt;m:brkBin m:val="before"/&gt;
   &lt;m:brkBinSub m:val="&amp;#45;-"/&gt;
   &lt;m:smallFrac m:val="off"/&gt;
   &lt;m:dispDef/&gt;
   &lt;m:lMargin m:val="0"/&gt;
   &lt;m:rMargin m:val="0"/&gt;
   &lt;m:defJc m:val="centerGroup"/&gt;
   &lt;m:wrapIndent m:val="1440"/&gt;
   &lt;m:intLim m:val="subSup"/&gt;
   &lt;m:naryLim m:val="undOvr"/&gt;
  &lt;/m:mathPr&gt;&lt;/w:WordDocument&gt;
&lt;/xml&gt;&lt;![endif]--&gt;
&lt;!--[if gte mso 9]&gt;&lt;xml&gt;
 &lt;w:LatentStyles DefLockedState="false" DefUnhideWhenUsed="true"
  DefSemiHidden="true" DefQFormat="false" DefPriority="99"
  LatentStyleCount="267"&gt;
  &lt;w:LsdException Locked="false" Priority="0" SemiHidden="false"
   UnhideWhenUsed="false" QFormat="true" Name="Normal"/&gt;
  &lt;w:LsdException Locked="false" Priority="9" SemiHidden="false"
   UnhideWhenUsed="false" QFormat="true" Name="heading 1"/&gt;
  &lt;w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 2"/&gt;
  &lt;w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 3"/&gt;
  &lt;w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 4"/&gt;
  &lt;w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 5"/&gt;
  &lt;w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 6"/&gt;
  &lt;w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 7"/&gt;
  &lt;w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 8"/&gt;
  &lt;w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 9"/&gt;
  &lt;w:LsdException Locked="false" Priority="39" Name="toc 1"/&gt;
  &lt;w:LsdException Locked="false" Priority="39" Name="toc 2"/&gt;
  &lt;w:LsdException Locked="false" Priority="39" Name="toc 3"/&gt;
  &lt;w:LsdException Locked="false" Priority="39" Name="toc 4"/&gt;
  &lt;w:LsdException Locked="false" Priority="39" Name="toc 5"/&gt;
  &lt;w:LsdException Locked="false" Priority="39" Name="toc 6"/&gt;
  &lt;w:LsdException Locked="false" Priority="39" Name="toc 7"/&gt;
  &lt;w:LsdException Locked="false" Priority="39" Name="toc 8"/&gt;
  &lt;w:LsdException Locked="false" Priority="39" Name="toc 9"/&gt;
  &lt;w:LsdException Locked="false" Priority="35" QFormat="true" Name="caption"/&gt;
  &lt;w:LsdException Locked="false" Priority="10" SemiHidden="false"
   UnhideWhenUsed="false" QFormat="true" Name="Title"/&gt;
  &lt;w:LsdException Locked="false" Priority="1" Name="Default Paragraph Font"/&gt;
  &lt;w:LsdException Locked="false" Priority="11" SemiHidden="false"
   UnhideWhenUsed="false" QFormat="true" Name="Subtitle"/&gt;
  &lt;w:LsdException Locked="false" Priority="22" SemiHidden="false"
   UnhideWhenUsed="false" QFormat="true" Name="Strong"/&gt;
  &lt;w:LsdException Locked="false" Priority="20" SemiHidden="false"
   UnhideWhenUsed="false" QFormat="true" Name="Emphasis"/&gt;
  &lt;w:LsdException Locked="false" Priority="59" SemiHidden="false"
   UnhideWhenUsed="false" Name="Table Grid"/&gt;
  &lt;w:LsdException Locked="false" UnhideWhenUsed="false" Name="Placeholder Text"/&gt;
  &lt;w:LsdException Locked="false" Priority="1" SemiHidden="false"
   UnhideWhenUsed="false" QFormat="true" Name="No Spacing"/&gt;
  &lt;w:LsdException Locked="false" Priority="60" SemiHidden="false"
   UnhideWhenUsed="false" Name="Light Shading"/&gt;
  &lt;w:LsdException Locked="false" Priority="61" SemiHidden="false"
   UnhideWhenUsed="false" Name="Light List"/&gt;
  &lt;w:LsdException Locked="false" Priority="62" SemiHidden="false"
   UnhideWhenUsed="false" Name="Light Grid"/&gt;
  &lt;w:LsdException Locked="false" Priority="63" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium Shading 1"/&gt;
  &lt;w:LsdException Locked="false" Priority="64" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium Shading 2"/&gt;
  &lt;w:LsdException Locked="false" Priority="65" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium List 1"/&gt;
  &lt;w:LsdException Locked="false" Priority="66" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium List 2"/&gt;
  &lt;w:LsdException Locked="false" Priority="67" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium Grid 1"/&gt;
  &lt;w:LsdException Locked="false" Priority="68" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium Grid 2"/&gt;
  &lt;w:LsdException Locked="false" Priority="69" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium Grid 3"/&gt;
  &lt;w:LsdException Locked="false" Priority="70" SemiHidden="false"
   UnhideWhenUsed="false" Name="Dark List"/&gt;
  &lt;w:LsdException Locked="false" Priority="71" SemiHidden="false"
   UnhideWhenUsed="false" Name="Colorful Shading"/&gt;
  &lt;w:LsdException Locked="false" Priority="72" SemiHidden="false"
   UnhideWhenUsed="false" Name="Colorful List"/&gt;
  &lt;w:LsdException Locked="false" Priority="73" SemiHidden="false"
   UnhideWhenUsed="false" Name="Colorful Grid"/&gt;
  &lt;w:LsdException Locked="false" Priority="60" SemiHidden="false"
   UnhideWhenUsed="false" Name="Light Shading Accent 1"/&gt;
  &lt;w:LsdException Locked="false" Priority="61" SemiHidden="false"
   UnhideWhenUsed="false" Name="Light List Accent 1"/&gt;
  &lt;w:LsdException Locked="false" Priority="62" SemiHidden="false"
   UnhideWhenUsed="false" Name="Light Grid Accent 1"/&gt;
  &lt;w:LsdException Locked="false" Priority="63" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium Shading 1 Accent 1"/&gt;
  &lt;w:LsdException Locked="false" Priority="64" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium Shading 2 Accent 1"/&gt;
  &lt;w:LsdException Locked="false" Priority="65" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium List 1 Accent 1"/&gt;
  &lt;w:LsdException Locked="false" UnhideWhenUsed="false" Name="Revision"/&gt;
  &lt;w:LsdException Locked="false" Priority="34" SemiHidden="false"
   UnhideWhenUsed="false" QFormat="true" Name="List Paragraph"/&gt;
  &lt;w:LsdException Locked="false" Priority="29" SemiHidden="false"
   UnhideWhenUsed="false" QFormat="true" Name="Quote"/&gt;
  &lt;w:LsdException Locked="false" Priority="30" SemiHidden="false"
   UnhideWhenUsed="false" QFormat="true" Name="Intense Quote"/&gt;
  &lt;w:LsdException Locked="false" Priority="66" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium List 2 Accent 1"/&gt;
  &lt;w:LsdException Locked="false" Priority="67" SemiHidden="false"
   UnhideWhenUsed="false" Name="Medium Grid 1 Accent 1"/&gt;
  &lt;w:LsdException Locked="false" Priority="68" SemiHidden="false"
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&lt;span style="color: black;"&gt;But I haven’t looked much at where very low-power, low-cost
servers do &lt;b&gt;&lt;i&gt;not&lt;/i&gt;&lt;/b&gt; make sense. When aren’t they a win when looking at work
done per dollar and work done per joule? Last week &lt;a href="http://pages.cs.wisc.edu/%7Edewitt/"&gt;Dave
DeWitt&lt;/a&gt; sent me a paper that looks the application of Wimpy (from the excellent&amp;nbsp; &lt;a href="http://www.cs.cmu.edu/%7Efawnproj/"&gt;FAWN,
Fast Array of Wimpy Nodes&lt;/a&gt;, project at CMU) servers and their application to database
workloads. In &lt;a href="http://www.cs.wisc.edu/%7Ejignesh/ecodb/publ/nonwimpy.pdf"&gt;Wimpy
Node Clusters: What About Non-Wimpy Workloads&lt;/a&gt; Willis Lang, Jignesh Patel, and
Srinanth Shankar find that &lt;a href="http://processorfinder.intel.com/details.aspx?sSpec=SLANW"&gt;Intel
Xeon E5410&lt;/a&gt; is slightly better than &lt;a href="http://www.intel.com/products/processor/atom/index.htm"&gt;Intel
Atom&lt;/a&gt; when running parallel clustered database workloads including TPC-E and TPC-H.
The database engine in this experiment is IBM DB2 DB-X (yet another new name for the
product originally called DB2 Parallel Edition – see &lt;a href="http://en.wikipedia.org/wiki/IBM_DB2"&gt;IBM&lt;/a&gt; DB2
for information on DB2 but the Wikipedia page is not yet caught up to the latest IBM
name change).&lt;o:p&gt;&lt;/o:p&gt;
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&lt;o:p&gt;&lt;/o:p&gt;
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&gt;
&lt;p class="MsoNormal"&gt;
&lt;span style="color: black;"&gt;These results show us that on complex, clustered database
workloads, server processors can win over low-power parts. &lt;/span&gt;&lt;span style="color: black;"&gt;For
those interested in probing the very low-cost, low-power processor space, the paper
is worth a read: &lt;a href="http://pages.cs.wisc.edu/%7Ewlang/atom_cr.pdf"&gt;Wimpy Node
Clusters: What About Non-Wimpy Workloads&lt;/a&gt;.&lt;/span&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;span style="color: black;"&gt;&lt;/span&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;p&gt;
&lt;/p&gt;
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&lt;span style="color: black;"&gt;
&lt;o:p&gt;
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&lt;/o:p&gt;
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&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;span style="color: black;"&gt;&lt;font face="Calibri"&gt;&lt;font size="3"&gt;The generalization
of their finding that I’ve been using is CPU intensive and workloads with poor scaling
characteristic are poor choices to be hosted on very low-power, low-cost servers.
CPU intensive workloads are a lose because these workloads are CPU-bound so run best
where there is maximum CPU per-server in the cluster. Or worded differently, the multi-server
cluster overhead is minimized by having fewer, more-powerful nodes.&amp;nbsp; Workloads
with poor scaling characteristics are another category not well supported by wimpy
nodes and the explanation is similar. Although these workloads may not be CPU-bound,
they don’t run well over clusters with large server counts. Generally, more resources
per node is the best answer if the workload can’t be scaled over large server counts.&lt;o:p&gt;&lt;/o:p&gt;
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&lt;span style="color: black;"&gt;
&lt;o:p&gt;
&lt;font face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
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&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;span style="color: black;"&gt;&lt;font face="Calibri"&gt;&lt;font size="3"&gt;Where very low-power,
low-cost servers win is:&lt;o:p&gt;&lt;/o:p&gt;
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&lt;span style="font-family: 'Calibri','sans-serif'; color: black;"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;1.&lt;/font&gt;&lt;span style="font: 7pt 'Times New Roman';"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="font-family: 'Calibri','sans-serif'; color: black;"&gt;&lt;font size="3"&gt;Very
cold storage workloads. I last posted on these workloads last year &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/09/03/SuccessfullyChallengingTheServerTax.aspx"&gt;&lt;font color="#0000ff" size="3"&gt;Successfully
Challenging the Server Tax&lt;/font&gt;&lt;/a&gt;&lt;font size="3"&gt;. The core challenge with cold
storage apps is that overall system cost is dominated by disk but the disk needs to
be attached to a server. We have to amortize the cost of the server over the attached
disk storage. The more disk we attach to a single server, the lower the cost. But,
the more disk we attach to a single server, the larger the failure zone. Nobody wants
to have to move 64 to 128 TB every time a server fails. The tension is more disk to
server ratio drives down costs but explodes the negative impact of server failures.
So, if we have a choice of more disks to a given server or, instead, to use a smaller,
cheaper server, the conclusion is clear. Smaller wins. This is a wonderful example
of where low-power servers are a win.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="text-indent: -0.25in; margin: auto 0in auto 0.5in;" class="MsoListParagraph"&gt;
&lt;span style="font-family: 'Calibri','sans-serif'; color: black;"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;2.&lt;/font&gt;&lt;span style="font: 7pt 'Times New Roman';"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="font-family: 'Calibri','sans-serif'; color: black;"&gt;&lt;font size="3"&gt;Workloads
with good scaling characteristics and non-significant local resource requirements.&amp;nbsp;
Web workloads that just accept connections and dispatch can run well on these processors.
However, we still need to consider the “and non-significant local resource” clause.
If the workload scales perfectly but each interaction needs access to very large memories
for example, it&amp;nbsp; may be poor choice for Wimpy nodes.&amp;nbsp; If the workload scales
with CPU and local resources are small, Wimpy nodes are a win.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;span style="color: black;"&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;The first example
above is a clear win. The second is more complex. Some examples will be a win but
others will not. The better the workload scales and the less fixed resources (disk
or memory) required, the bigger the win.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;span style="color: black;"&gt;
&lt;o:p&gt;
&lt;font face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;span style="color: black;"&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;Good job by Willis
Lang, Jignesh Patel, and Srinanth Shankar in showing us where wimpy nodes lose with
detailed analysis.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;span style="font-size: 9pt;"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;James Hamilton&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;span style="font-size: 9pt;"&gt;&lt;font color="#000000" face="Calibri"&gt;e: &lt;/font&gt;&lt;a href="mailto:jrh@mvdirona.com"&gt;&lt;font color="#0000ff" face="Calibri"&gt;jrh@mvdirona.com&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;span style="font-size: 9pt;"&gt;&lt;font color="#000000" face="Calibri"&gt;w: &lt;/font&gt;&lt;a href="http://www.mvdirona.com/"&gt;&lt;font color="#0000ff" face="Calibri"&gt;http://www.mvdirona.com&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;span style="font-size: 9pt;"&gt;&lt;font color="#000000" face="Calibri"&gt;b: &lt;/font&gt;&lt;a href="http://blog.mvdirona.com/"&gt;&lt;font color="#0000ff" face="Calibri"&gt;http://blog.mvdirona.com&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri"&gt; / &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/"&gt;&lt;font color="#0000ff" face="Calibri"&gt;http://perspectives.mvdirona.com&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt; 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;img width="0" height="0" src="http://perspectives.mvdirona.com/aggbug.ashx?id=9686ca98-a626-48b4-bac5-380f827de861" /&gt;
&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,9686ca98-a626-48b4-bac5-380f827de861.aspx</comments>
      <category>Hardware</category>
    </item>
    <item>
      <trackback:ping>http://perspectives.mvdirona.com/Trackback.aspx?guid=14eac4ab-d8b4-486a-8162-1b9f7165f43b</trackback:ping>
      <pingback:server>http://perspectives.mvdirona.com/pingback.aspx</pingback:server>
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      <dc:creator>James Hamilton</dc:creator>
      <wfw:comment>http://perspectives.mvdirona.com/CommentView,guid,14eac4ab-d8b4-486a-8162-1b9f7165f43b.aspx</wfw:comment>
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      <slash:comments>7</slash:comments>
      <title>Computer Room Evaporative Cooling</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,14eac4ab-d8b4-486a-8162-1b9f7165f43b.aspx</guid>
      <link>http://perspectives.mvdirona.com/2010/05/15/ComputerRoomEvaporativeCooling.aspx</link>
      <pubDate>Sat, 15 May 2010 03:06:00 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;I recently came across a nice data center
cooling design by Alan Beresford of &lt;/font&gt;&lt;a href="http://www.ecocooling.co.uk/contact.html"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;EcoCooling
Ltd&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;. In this approach, EcoCooling
replaces the CRAC units with a combined air mover, damper assembly, and &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Evaporative_cooler"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;evaporative
cooler&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;. I’ve been interested by
evaporative coolers and their application to data center cooling for years and they
are becoming more common in modern data center deployments (e.g. &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/04/05/DataCenterEfficiencySummitPosting4.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Data
Center Efficiency Summit&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;). &lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;An evaporative cooler is a simple device that
cools air through taking water through a state change from fluid to vapor. They are
incredibly cheap to run and particularly efficient in locals with lower humidity.
Evaporative coolers can allow the power intensive process-based cooling to be shut
off for large parts of the year. And, when combined with favorable climates or increased
data center temperatures can entirely replace air conditioning systems. See &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/09/24/ChillerlessDataCenterAt95F.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Chillerlesss
Datacenter at 95F&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;, for a deeper
discussion see &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/04/28/CostsOfHigherTemperatureDataCenters.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Costs
of Higher Temperature Data Centers&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;,
and for a discussion on server design impacts: &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/05/05/NextPointOfServerDifferentiationEffiiciencyAtVeryHighTemprature.aspx"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Next
Point of Server Differentiation: Efficiency at Very High Temperature&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;.&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/EcoCooling1.jpg"&gt;
&lt;/p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/EcoCooling2.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;In the EcoCooling solution, they take air
from the hot aisle and release it outside the building. Air from outside the building
is passed through an evaporative cooler and then delivered to the cold aisle. For
days too cold outside for direct delivery to the datacenter, outside air is mixed
with exhaust air to achieve the desired inlet temperature. &lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&lt;/font&gt;&amp;nbsp;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;p&gt;
&lt;img border=0 src="http://perspectives.mvdirona.com/content/binary/EcoCooling3.jpg"&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;This is a nice clean approach to substantially
reducing air conditioning hours. For more information see: &lt;/font&gt;&lt;a href="http://mvdirona.com/jrh/talksAndPapers/CREC%20manual.pdf"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Energy
Efficient Data Center Cooling&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt; or
the EcoCooling web site: &lt;/font&gt;&lt;a href="http://www.ecocooling.co.uk/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://www.ecocooling.co.uk/&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000 size=3 face=Calibri&gt;. &lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;
--jrh&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&lt;/font&gt;&amp;nbsp;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="FONT-SIZE: 9pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;James Hamilton&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="FONT-SIZE: 9pt"&gt;&lt;font color=#000000 face=Calibri&gt;e: &lt;/font&gt;&lt;/span&gt;&lt;a href="mailto:jrh@mvdirona.com"&gt;&lt;span style="FONT-SIZE: 9pt"&gt;&lt;font color=#0000ff face=Calibri&gt;jrh@mvdirona.com&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="FONT-SIZE: 9pt"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="FONT-SIZE: 9pt"&gt;&lt;font color=#000000 face=Calibri&gt;w: &lt;/font&gt;&lt;/span&gt;&lt;a href="http://www.mvdirona.com/"&gt;&lt;span style="FONT-SIZE: 9pt"&gt;&lt;font color=#0000ff face=Calibri&gt;http://www.mvdirona.com&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="FONT-SIZE: 9pt"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;span style="FONT-SIZE: 9pt"&gt;&lt;font color=#000000 face=Calibri&gt;b: &lt;/font&gt;&lt;/span&gt;&lt;a href="http://blog.mvdirona.com/"&gt;&lt;span style="FONT-SIZE: 9pt"&gt;&lt;font color=#0000ff face=Calibri&gt;http://blog.mvdirona.com&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="FONT-SIZE: 9pt"&gt;&lt;font color=#000000 face=Calibri&gt; / &lt;/font&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/"&gt;&lt;span style="FONT-SIZE: 9pt"&gt;&lt;font color=#0000ff face=Calibri&gt;http://perspectives.mvdirona.com&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="FONT-SIZE: 9pt"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;img width="0" height="0" src="http://perspectives.mvdirona.com/aggbug.ashx?id=14eac4ab-d8b4-486a-8162-1b9f7165f43b" /&gt;
&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,14eac4ab-d8b4-486a-8162-1b9f7165f43b.aspx</comments>
      <category>Hardware</category>
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    <item>
      <trackback:ping>http://perspectives.mvdirona.com/Trackback.aspx?guid=d0d93f2e-dbdd-4f0c-848e-a1b64a6a4c78</trackback:ping>
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      <dc:creator>James Hamilton</dc:creator>
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      <slash:comments>8</slash:comments>
      <title>Inter-Datacenter Replication &amp; Geo-Redundancy</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,d0d93f2e-dbdd-4f0c-848e-a1b64a6a4c78.aspx</guid>
      <link>http://perspectives.mvdirona.com/2010/05/10/InterDatacenterReplicationGeoRedundancy.aspx</link>
      <pubDate>Mon, 10 May 2010 20:07:33 GMT</pubDate>
      <description>&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;font color="#000000"&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;Wide area network costs
and bandwidth shortage are the most common reasons why many enterprise applications
run in a single data center. Single data center failure modes are common. There are
many external threats to single data center deployments including utility power loss,
tornado strikes, facility fire, network connectivity loss, &lt;span style=""&gt;&amp;nbsp;&lt;/span&gt;earthquake,
break in, and many others I’ve not yet been “lucky” enough to have seen. And, inside
a single facility, there are simply too many ways to shoot one’s own foot.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;All
it takes is one well intentioned networking engineer to black hole the entire facilities
networking traffic. Even very high quality power distribution systems can have redundant
paths taken out by fires in central switch gear or cascading failure modes.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;And,
even with very highly redundant systems, if the redundant paths aren’t tested often,
they won’t work.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;Even with incredibly redundancy, just
having the redundant components in the same room, means that a catastrophic failure
of one system, could possibly eliminate the second. It’s very hard to engineer redundancy
with high independence and physical separate of all components in a single datacenter.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;font color="#000000"&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;With incredible redundancy,
comes incredible cost. Even with incredible costs, failure modes remain that can eliminate
the facility entirely. The only cost effective solution is to run redundantly across
multiple data centers.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;Redundancy without physical separation
is not sufficient and making a single facility bullet proof has expenses asymptotically
heading towards infinity with only tiny increases in availability as the expense goes
up. The only way to get the next nine is have redundancy between two data centers.
This approach is both more available and considerably more cost effective.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;font color="#000000"&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;Given that cross-datacenter
redundancy is the only effective way to achieve cost-effective availability, why don’t
all workloads run in this mode? There are 3 main blocker for the customer I’ve spoken
with: 1) scale, 2) latency, and 3) WAN bandwidth and costs.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;The scale problem is, stated simply,
most companies don’t run enough IT infrastructure to be able to afford multiple data
centers in different parts of the country. In fact, many companies only really need
a small part of a collocation facility.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;Running multiple
data centers at low scale drives up costs. This is one of the many ways cloud computing
can help drive down costs and improve availability.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;Cloud
service providers like &lt;/font&gt;&lt;a href="http://aws.amazon.com/"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Amazon
Web Services&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt;, run 10s of
data centers. You can leverage the AWS scale economics to allow even very low scale
applications to run across multiple data centers with diverse power, diverse networking,
different fault zones, etc. Each datacenter is what AWS calls an &lt;/font&gt;&lt;a href="http://aws.amazon.com/ec2/"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Availability
Zone&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000"&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;. Assuming
the scale economics allow it, the second blocker to cross data center replication
is the availability of WAN bandwidth and its cost.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;font color="#000000"&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;There are also physical
limits – mostly the speed of light in fiber – on how far apart redundant components
of an application can be run. This limitation is real but won’t prevent redundancy
data centers from getting far “enough” away to achieve the needed advantages. Generally,
4 to 5 msec is tolerable for most workloads and replication systems. Bandwidth availability
and costs is the prime reason why most customers don’t run geo-diverse. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;I’ve argued that latency need not be
a blocker. So, if the application has the scale to be able to be run over multiple
data centers, the major limiting factor remaining is WAN bandwidth and cost. It is
for this reason that I’ve long been interested in WAN compression algorithsm and appliances.
These are systems that do compression between branch offices and central enterprise
IT centers. &lt;/font&gt;&lt;a href="http://www.riverbed.com/products/compare/compression.php"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Riverbed&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt; is
one of the largest and most successful of the WAN accelerator providers. Naïve application
of block-based compression is better than nothing but compression ratios are bounded
and some types of traffic compress very poorly. Most advanced WAN accelerators employ
three basic techniques: 1) data type specific optimizations, 2) &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Deduplication"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;dedupe&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000"&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;,
and 3) block-based compression. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;font color="#000000"&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;Data type specific optimizations
are essentially a bag of closely guarded heuristics that optimize for Exchange, SharePoint,
remote terminal protocol, or other important application data types. I’m going to
ignore these type-specific optimizations and focus on dedupe followed by block-based
compression since they are the easiest to apply to cross data center traffic replication
traffic. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;Broadly, dedupe breaks the data to be
transferred between datacenters into either fixed or variable sized blocks. Variable
blocks are slightly better but either works. Each block is &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Cryptographic_hash_function"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;cryptographically
hashed&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt; and, rather than transferring
the block to the remote datacenter, just send the hash signature. If that block is
already in the remote system block index, then it or its clone has already been sent
sometime in the past and nothing need to be sent now. In employing this technique
we are exploiting data redundancy at a course scale. We are essentially remembering
what is on both sides of the WAN and only sending blocks that have not been seen before.
The effectiveness of this broad technique is very dependent upon the size and efficiency
of the indexing structures, the choice of block boundaries, and inherent redundancy
in the data. But, done right, the compression ratios can be phenomenal with 30 to
50:1 not being uncommon. This, by the way, is the same basic technology being applied
in storage deduplications by companies like &lt;/font&gt;&lt;a href="http://www.datadomain.com/"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Data
Domain&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000"&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;If a block has not been sent before,
then we actually do have to transfer it. That’s when we apply the second level compression
technique. Usually a &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Data_compression"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;block-oriented
compression algorithm&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000"&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt; and
frequently some variant of LZ. The combination of dedupe and block compression is
very effective. But, the system I’ve described above introduces latency. And, for
highly latency sensitive workloads like EMC SRDF, this can be a problem. Many latency
sensitive workloads can’t employ the tricks I’m describing here and either have to
run single data center or run at higher cost without compression.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;Last week I ran across a company targeting
latency sensitive cross-datacenter replication traffic. &lt;/font&gt;&lt;a href="http://www.infineta.com/"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Infineta
Systems&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt; announced this morning
a solution targeting this problem: &lt;/font&gt;&lt;a href="http://www.infineta.com/news/news_releases/press_release:5585,15851,445"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Infineta
Unveils Breakthrough Acceleration Technology for Enterprise Data Centers&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000"&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;.
The Infineta Velocity engine is a dedupe appliance that operates at 10Gbps line rate
with latencies under 100 microseconds per network packet. Their solution aims to get
the bulk of the advantages of the systems I described above at much lower overhead
and latency. They achieve their speed-up three ways: 1) hardware implementation based
upon FPGA, 2) fixed-sized, full packet block size, &lt;span style=""&gt;&amp;nbsp;&lt;/span&gt;3)
bounded index exploiting locality, and 4) heuristic signatures. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;The first technique is fairly obvious
and one I’ve talked about in the past. When you have a repetitive operation that needs
to run very fast, the most cost and power effective solution may be a hardware implementation.
It’s getting easier and easier to implement common software kernels in &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Field-programmable_gate_array"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;FPGAs&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt; or
even &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Application-specific_integrated_circuit"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;ASICs&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000"&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;. &lt;span style="color: black;"&gt;see &lt;/span&gt;&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/03/15/HeterogeneousComputingUsingGPGPUsAndFPGAs.aspx"&gt;&lt;span style=""&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Heterogeneous
Computing using GPGPUs and FPGAs&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;span style="color: black;"&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt; for
related discussions on the application of hardware acceleration and, for an application
view, &lt;span style=""&gt;&amp;nbsp;&lt;/span&gt;&lt;/font&gt;&lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2010/04/09/HighScaleNetworkResearch.aspx"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;High
Scale Network Research&lt;/font&gt;&lt;/a&gt;&lt;font face="Calibri" size="3"&gt;.&lt;/font&gt;&lt;/span&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;font size="3"&gt;&lt;font face="Calibri"&gt;&lt;font color="#000000"&gt;The second technique is
another good one. Rather than spend time computing block boundaries, just use the
network packet as the block boundary. Essentially they are using the networking system
to find the block boundaries. This has the downside of not being as effective as variable
sized block systems and they don’t exploit type specific knowledge but they can run
very fast at low overhead and close to the higher compression rates yielded by these
more computationally intensive techniques.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;They are exploiting
the fact that 20% of the work produces 80% of the gain.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;font size="3"&gt;&lt;font face="Calibri"&gt;&lt;font color="#000000"&gt;The third technique helps
reduce the index size. Rather than having a full index of all blocks that have even
been sent, just keep the last N. This allows the index structure to be 100% memory
resident without huge, expensive memories. This smaller index is much less resource
intensive requiring much less memory and no disk accesses. Avoiding disk is the only
way to get anything approaching 100 microsecond latency. Infineta is exploiting temporal
locality.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;Redundant data packets often show up near each
other. Clearly this is not always the case and they won’t get the maximum possible
compression but they claim to get most of the compression possible in full block index
systems without the latency penalty of a disk access and without less memory overhead.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;font size="3"&gt;&lt;font face="Calibri"&gt;&lt;font color="#000000"&gt;The final technique wasn’t
described in enough detail for me to fully understand it.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;What
Infineta is doing is avoiding the cost of fully hashing each packet but taking an
approximate signature of carefully chosen packet offsets. Clearly you can take a fast
signature on less than the full packet and this signature can be used to know that
the packet is not in the index on the other side. But, if the fast hash &lt;b style=""&gt;&lt;i style=""&gt;is&lt;/i&gt;&lt;/b&gt; present,
it doesn’t prove the packet has already been sent. Two different packets can have
the same fast hash. Infineta were a bit cagey on this point but what they might be
doing is using the very fast approx has to find those that have not yet been sent
unambiguously. Using this technique, a fast hash can be used to find those packets
that absolutely need to be sent so we can start to compress and send those and waste
no more resources on hashing. For those that &lt;b style=""&gt;&lt;i style=""&gt;may&lt;/i&gt;&lt;/b&gt; not
need to be sent, take a full signature and check to see if it is on the remote site.
If my guess is correct, the fast hash is being used to avoid spending resources quickly
on packets that are not in the index on the other side.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;font size="3"&gt;&lt;font face="Calibri"&gt;&lt;font color="#000000"&gt;Infineta looks like an interesting
solution.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;More data on them at:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="text-indent: -0.25in; margin: 0in 0in 0pt 0.5in;" class="MsoNoSpacing"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: Symbol; font-size: 10pt;"&gt;&lt;span style=""&gt;·&lt;span style="font: 7pt 'Times New Roman';"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face="Calibri" size="3"&gt;Press
release: &lt;/font&gt;&lt;/font&gt;&lt;a href="http://www.infineta.com/news/news_releases/press_release:5585,15851,445"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;http://www.infineta.com/news/news_releases/press_release:5585,15851,445&lt;/font&gt;&lt;/a&gt;&lt;font face="Calibri"&gt;&lt;font size="3"&gt;&lt;font color="#000000"&gt; &lt;span style="font-family: 'Arial','sans-serif'; font-size: 10pt;"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="text-indent: -0.25in; margin: 0in 0in 0pt 0.5in;" class="MsoListParagraph"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: Symbol;"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font: 7pt 'Times New Roman';"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face="Calibri" size="3"&gt;Web
site: &lt;/font&gt;&lt;/font&gt;&lt;a href="http://www.infineta.com/"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;http://www.infineta.com&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="text-indent: -0.25in; margin: 0in 0in 0pt 0.5in;" class="MsoListParagraph"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: Symbol;"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font: 7pt 'Times New Roman';"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face="Calibri" size="3"&gt;Announcing
$15m Series A funding: &lt;/font&gt;&lt;/font&gt;&lt;a href="http://www.infineta.com/news/news_releases/press_release:5585,15851,445http:/twitter.com/home?status=Infineta%20Comes%20Out%20of%20Stealth%20and%20Closes%20$15%20Million%20Round%20of%20Funding%20http://tinyurl.com/2g4zhbc"&gt;&lt;span style="font-family: 'Arial','sans-serif'; font-size: 10pt;"&gt;&lt;font color="#0000ff"&gt;Infineta
Comes Out of Stealth and Closes $15 Million Round of Funding http://tinyurl.com/2g4zhbc&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;a name="_MailAutoSig"&gt;&lt;span style="font-size: 9pt;"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;James
Hamilton&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;span style=""&gt;&lt;span style="font-size: 9pt;"&gt;&lt;font color="#000000" face="Calibri"&gt;e: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="mailto:jrh@mvdirona.com"&gt;&lt;font face="Calibri"&gt;&lt;span style=""&gt;&lt;span style="color: blue; font-size: 9pt;"&gt;jrh@mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style=""&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style=""&gt;&lt;span style="font-size: 9pt;"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;span style=""&gt;&lt;span style="font-size: 9pt;"&gt;&lt;font color="#000000" face="Calibri"&gt;w: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://www.mvdirona.com/"&gt;&lt;font face="Calibri"&gt;&lt;span style=""&gt;&lt;span style="color: blue; font-size: 9pt;"&gt;http://www.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style=""&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style=""&gt;&lt;span style="font-size: 9pt;"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;span style=""&gt;&lt;span style="font-size: 9pt;"&gt;&lt;font color="#000000" face="Calibri"&gt;b: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://blog.mvdirona.com/"&gt;&lt;font face="Calibri"&gt;&lt;span style=""&gt;&lt;span style="color: blue; font-size: 9pt;"&gt;http://blog.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style=""&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style=""&gt;&lt;span style="font-size: 9pt;"&gt;&lt;font color="#000000" face="Calibri"&gt; / &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/"&gt;&lt;font face="Calibri"&gt;&lt;span style=""&gt;&lt;span style="color: blue; font-size: 9pt;"&gt;http://perspectives.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style=""&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;&lt;span style=""&gt;&lt;span style="font-size: 9pt;"&gt; &lt;/span&gt;&lt;/span&gt;&lt;span style=""&gt;&lt;span style="font-size: 9pt;"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;span style=""&gt;&lt;/span&gt; 
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;img width="0" height="0" src="http://perspectives.mvdirona.com/aggbug.ashx?id=d0d93f2e-dbdd-4f0c-848e-a1b64a6a4c78" /&gt;
&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,d0d93f2e-dbdd-4f0c-848e-a1b64a6a4c78.aspx</comments>
      <category>Hardware</category>
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      <title>Yahoo! Computing Coop</title>
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      <pubDate>Fri, 30 Apr 2010 17:44:30 GMT</pubDate>
      <description>&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;Rich Miller of &lt;/font&gt;&lt;a href="http://www.datacenterknowledge.com/"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Datacenter
Knowledge&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt; covered this last
week and it caught my interest. I’m super interested in modular data centers (&lt;/font&gt;&lt;a href="http://mvdirona.com/jrh/talksAndPapers/JamesRH_CIDR.doc"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Architecture
for Modular Datacenters&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt;)
and highly efficient infrastructure (&lt;/font&gt;&lt;a href="http://mvdirona.com/jrh/TalksAndPapers/JamesHamilton_Google2009.pdf"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Data
Center Efficiency Best Practices&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000"&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;)
so the Yahoo! Computing Coop caught my interest.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
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&lt;font color="#000000" face="Calibri" size="3"&gt;As much as I like the cost, strength,
and availability of &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Containerization"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;ISO
standard shipping containers&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000"&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;,
8’ is an inconvenient width. It’s not quite wide enough for two rows of standard racks
and there are cost and design advantages in having at least two rows in a container.
With two rows, air can be pulled in each side with a single hot aisle in the middle
with large central exhaust fans. Its an attractive design point and there is nothing
magical about shipping containers. What we want is commodity, prefab, and a moderate
increment of growth. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
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&lt;font color="#000000"&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;The Yahoo design is a nice
one. They are using a shell borrowed from a Tyson foods design. Tyson is the grower
of a large part of the North American chicken production.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;These
prefab facilities are essentially giant air handlers with the shell making up a good
part of the mechanical plant. They pull air in either side of the building, it passes
through two rows of servers into the center of the building. The roof slopes to the
center from both side with central exhaust fans. Each unit is 120’ x 60’ and houses
3.6 MW of critical load. 
&lt;o:p&gt;&lt;/o:p&gt;
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&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
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&lt;font color="#000000"&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;Because of the module width
they have 4 rows of servers. It’s not clear if the air from outside has to pass through
both rows to get the central hot aisle but it sounds like that is the approach. Generally
serial cooling where the hot air from one set of servers is routed through another
is worth avoiding. It certainly can work but requires more air flow than single pass
cooling using the same approach temperature.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
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&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
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&lt;font color="#000000" face="Calibri" size="3"&gt;Yahoo! believes they will be able to
bring a new building online in 6 months at a cost of $5M per megawatt. In the Buffalo
New York location, they expect to only use process-based cooling 212 hours/year and
have close to zero water consumption when the air conditioning is not in use. See
the Data Center Knowledge article for more detail: &lt;/font&gt;&lt;a href="http://www.datacenterknowledge.com/archives/2010/04/26/yahoo-computing-coop-the-shape-of-things-to-come/?utm-source=feedburner&amp;amp;utm-medium=feed&amp;amp;utm-campaign=Feed%3A+DataCenterKnowledge+%28Data+Center+Knowledge%29&amp;amp;utm-content=Google+Reader"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Yahoo
Computing Coop: Shape of Things to Come?&lt;/font&gt;&lt;/a&gt;&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt; &lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
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&gt;
&lt;p class="MsoNormal"&gt;
More pictures at: &lt;a href="http://www.datacenterknowledge.com/a-closer-look-at-yahoos-new-data-center/"&gt;A
Closer Look at Yahoo’s New Data Center&lt;/a&gt;.&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt; Nice
design Yahoo.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
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&lt;p&gt;
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&lt;o:p&gt;
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&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;&lt;span style=""&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;--jrh&lt;o:p&gt;&lt;/o:p&gt;
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&lt;/o:p&gt;
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&lt;a name="_MailAutoSig"&gt;&lt;span style="font-size: 9pt;"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;James
Hamilton&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;
&lt;/p&gt;
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&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
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&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,ddd8e3fe-138d-42dd-9126-933541ab0573.aspx</comments>
      <category>Hardware</category>
    </item>
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      <slash:comments>4</slash:comments>
      <title>Facebook Flashcache</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,82d79fd1-8673-4aa9-99d2-0b2f54a080f4.aspx</guid>
      <link>http://perspectives.mvdirona.com/2010/04/29/FacebookFlashcache.aspx</link>
      <pubDate>Thu, 29 Apr 2010 14:36:25 GMT</pubDate>
      <description>&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;Facebook released Flashcache yesterday: &lt;/font&gt;&lt;a href="http://www.facebook.com/note.php?note_id=388112370932"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;Releasing
Flashcache&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt;.
The authors of Flashcache, Paul Saab and Mohan Srinivasan, describe it as “a simple
write back persistent block cache designed to accelerate reads and writes from slower
rotational media by caching data in SSD's.”&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
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&lt;o:p&gt;
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&lt;/o:p&gt;
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&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;There are commercial variants of flash-based
write caches available as well. For example, LSI has a caching controller that operates
at the logical volume layer. See &lt;/font&gt;&lt;a href="http://www.theregister.co.uk/2010/03/16/lsi_seagate_pcie_ssd/"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;LSI
and Seagate take on Fusion-IO with Flash&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;.
The way these systems work is, for a given logical volume, page access rates are tracked.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;Hot
pages are stored on SSD while cold pages reside back on spinning media. The cache
is write-back and pages are written back to their disk resident locations in the background. &lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
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&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&amp;nbsp;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;For benchmark workloads with evenly
distributed, 100% random access patterns, these solutions don’t contribute all that
much. Fortunately, the world is full of data access pattern skew and some portions
of the data are typically very cold while others are red hot. 100% even distributions
really only show up in benchmarks – most workloads have some access pattern skew.
And, for those with skew, a flash cache can substantially reduce disk I/O rates at
lower cost than adding more memory.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
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&lt;o:p&gt;
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&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt" class=MsoNormal&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;What’s interesting about the Facebook contribution
is that its open source and supports Linux.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;From: &lt;/font&gt;&lt;a href="http://github.com/facebook/flashcache/blob/master/doc/flashcache-doc.txt"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://github.com/facebook/flashcache/blob/master/doc/flashcache-doc.txt&lt;/font&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;: 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
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&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;Flashcache is a write back block
cache Linux kernel module. [..]Flashcache is built using the Linux Device Mapper (DM),
part of the Linux Storage Stack infrastructure that facilitates building SW-RAID and
other components. LVM, for example, is built using the DM.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
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&lt;o:p&gt;
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&lt;/o:p&gt;
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&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;The cache is structured as a set
associative hash, where the cache is divided up into a number of fixed size sets (buckets)
with linear probing within a set to find blocks. The set associative hash has a number
of advantages (called out in sections below) and works very well in practice.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="MARGIN: 0in 0in 0pt 0.5in" class=MsoNormal&gt;
&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;The block size, set size and cache
size are configurable parameters, specified at cache creation. The default set size
is 512 (blocks) and there is little reason to change this. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
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&lt;o:p&gt;
&lt;font color=#000000 size=3 face=Calibri&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
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&lt;font color=#000000 size=3 face=Calibri&gt;More information on usage: &lt;/font&gt;&lt;a href="http://github.com/facebook/flashcache/blob/master/doc/flashcache-sa-guide.txt"&gt;&lt;font color=#0000ff size=3 face=Calibri&gt;http://github.com/facebook/flashcache/blob/master/doc/flashcache-sa-guide.txt&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;.&amp;nbsp;
Thanks to G&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;rant McAlister for pointing me to the Facebook release
of Flashcache. &lt;font color=#000000 size=3 face=Calibri&gt;Nice work Paul and Mohan.&lt;/font&gt;
&lt;/p&gt;
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&lt;o:p&gt;
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&lt;/o:p&gt;
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&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;span style="mso-tab-count: 4"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;--jrh&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
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&lt;/p&gt;
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Hamilton&lt;o:p&gt;&lt;/o:p&gt;
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From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,82d79fd1-8673-4aa9-99d2-0b2f54a080f4.aspx</comments>
      <category>Hardware</category>
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      <title>High Scale Network Research</title>
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      <link>http://perspectives.mvdirona.com/2010/04/09/HighScaleNetworkResearch.aspx</link>
      <pubDate>Fri, 09 Apr 2010 14:57:05 GMT</pubDate>
      <description>&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;High scale network research is hard.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;Running
a workload over a couple of hundred servers says little of how it will run over thousands
or tens of thousands servers. But, having 10’s of thousands of nodes dedicated to
a test cluster is unaffordable. For systems research the answer is easy: use &lt;/font&gt;&lt;a href="http://aws.amazon.com/ec2/"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Amazon
EC2&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;&lt;font size="3"&gt;. It’s an
ideal cloud computing application. Huge scale is needed during some parts of the research
project but the servers aren’t needed 24 hours/day and certainly won’t be needed for
the three year amortization life of the servers.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;&lt;font size="3"&gt;However, for high-scale
network research, finding the solution is considerably more difficult. In some dimensions,
it’s no different from systems research in that purchasing a few thousand servers
for the research projects makes no sense. But the easy answer of simply using EC2
doesn’t work in that EC2 nodes come fully provisioned with networking.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;One
solution that works well for many networking research problems is to use an overlay
and test at scale in EC2. But, when new hardware devices are being investigated, unless
they can be emulated with high fidelity using with software implementations running
on EC2, this solution breaks down.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;&lt;font size="3"&gt;For all but a few folks
at Cisco and Juniper, running a multi-thousand node physical cluster to test new network
gear is impractical. And it’s even less practical in academic settings. I’m lucky
enough to work near many thousands of server nodes and a huge networking infrastructure.
But, even then, installing a parallel network to do network research is difficult
to afford. High-scale network research at credible scale is difficult.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;Zhangxi Tan of Cal Berkeley came up
to visit a couple of weeks back. I’m interested in Zhangxi’s work for two reasons:
1) its based upon &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Reconfigurable_computing"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;reconfigurable
computing&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;&lt;font size="3"&gt; --
a technology ready for commercial application and 2) the application of FPGA to network
simulation might be a solution to the problem of how to test networking gear at credible
scale. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;Reconfigurable computing maintains the
flexibility of reprogrammable software systems with the performance of high performance
hardware implementations.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;Or, worded differently, most
of the performance of &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Application-specific_integrated_circuit"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Application
Specific Integrated Circuits&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt; (ASIC)
with the flexibility of software. Most reconfigurable computing designs are based
upon &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Field-programmable_gate_array"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Field
Programmable Gate Arrays&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt; (FPGA)
and some high level instruction set or programming language to allow device reconfiguration.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;Recently,
C and C++ subset compilers have emerged that allow a constrained version C or C++
to be compiled directly to a FPGA and, once the software is stable, directly to an
ASIC. See Platform-based &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2008/06/06/PlatformBasedElectronicSystemLevelESLSynthesis.aspx"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Electronic
Systems Level (ESL) Synthesis&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt; for
more on reconfigurable computing and see &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/03/15/HeterogeneousComputingUsingGPGPUsAndFPGAs.aspx"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Heterogeneous
Computing using GPGPUs and FPGAs&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;&lt;font size="3"&gt; for
related discussions on the application of hardware acceleration.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;In the work that Zhangxi presented,
the Cal Berkeley team is taking the RAMP gold FPGA-based many-core simulator (&lt;/font&gt;&lt;a href="http://ramp.eecs.berkeley.edu/"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Research
Accelerator for Multiple Processors&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt;)
and applying it to the problem of high-scale network simulation with a goal of simulating
an O(10k) server network. Zhangxi’s slides are here: &lt;/font&gt;&lt;a href="http://mvdirona.com/jrh/TalksAndPapers/ZhangxiTan_RAMP_IIAB_v2%20.pdf"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Using
FPGAs to Simulate Novel Datacenter Network Architectures at Scale&lt;/font&gt;&lt;/a&gt;&lt;font face="Calibri"&gt;&lt;font size="3"&gt;&lt;font color="#000000"&gt; and
my rough notes follow:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="text-indent: -0.25in; margin: 0in 0in 0pt 0.5in;" class="MsoListParagraph"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: Symbol;"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font: 7pt 'Times New Roman';"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face="Calibri" size="3"&gt;Lots
of work going on in data center network research: &lt;/font&gt;&lt;/font&gt;&lt;a href="http://research.microsoft.com/pubs/80693/vl2-sigcomm09-final.pdf"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;VL2&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt;, &lt;/font&gt;&lt;a href="http://ccr.sigcomm.org/drupal/?q=node/379"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Dcell&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt;, &lt;/font&gt;&lt;a href="http://cseweb.ucsd.edu/%7Evahdat/papers/portland-sigcomm09.pdf"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;PortLand&lt;/font&gt;&lt;/a&gt;&lt;font face="Calibri"&gt;&lt;font size="3"&gt;&lt;font color="#000000"&gt;,…&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="text-indent: -0.25in; margin: 0in 0in 0pt 0.5in;" class="MsoListParagraph"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: Symbol;"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font: 7pt 'Times New Roman';"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face="Calibri"&gt;&lt;font size="3"&gt;But:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="text-indent: -0.25in; margin: 0in 0in 0pt 1in;" class="MsoListParagraph"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: 'Courier New';"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;o&lt;/font&gt;&lt;span style="font: 7pt 'Times New Roman';"&gt;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face="Calibri"&gt;&lt;font size="3"&gt;the
test scale is usually WAY smaller than the problem targeted by these systems&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="text-indent: -0.25in; margin: 0in 0in 0pt 1in;" class="MsoListParagraph"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: 'Courier New';"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;o&lt;/font&gt;&lt;span style="font: 7pt 'Times New Roman';"&gt;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face="Calibri"&gt;&lt;font size="3"&gt;Often
synthetic benchmarks are used rather than actual workloads&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="text-indent: -0.25in; margin: 0in 0in 0pt 0.5in;" class="MsoListParagraph"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: Symbol;"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font: 7pt 'Times New Roman';"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face="Calibri"&gt;&lt;font size="3"&gt;RAMP
Gold is:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="text-indent: -0.25in; margin: 0in 0in 0pt 1in;" class="MsoListParagraph"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: 'Courier New';"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;o&lt;/font&gt;&lt;span style="font: 7pt 'Times New Roman';"&gt;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face="Calibri"&gt;&lt;font size="3"&gt;Full
32-bit SPARC v8 ISA support, including FP, traps and MMU.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="text-indent: -0.25in; margin: 0in 0in 0pt 1in;" class="MsoListParagraph"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: 'Courier New';"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;o&lt;/font&gt;&lt;span style="font: 7pt 'Times New Roman';"&gt;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face="Calibri"&gt;&lt;font size="3"&gt;Use
abstract models with enough detail, but fast enough to run real apps/OS&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="text-indent: -0.25in; margin: 0in 0in 0pt 1in;" class="MsoListParagraph"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: 'Courier New';"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;o&lt;/font&gt;&lt;span style="font: 7pt 'Times New Roman';"&gt;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face="Calibri"&gt;&lt;font size="3"&gt;Provide
cycle-level accuracy&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="text-indent: -0.25in; margin: 0in 0in 0pt 1in;" class="MsoListParagraph"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: 'Courier New';"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;o&lt;/font&gt;&lt;span style="font: 7pt 'Times New Roman';"&gt;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face="Calibri"&gt;&lt;font size="3"&gt;Cost-efficient:
hundreds of nodes plus switches on a single FPGA&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="text-indent: -0.25in; margin: 0in 0in 0pt 0.5in;" class="MsoListParagraph"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: Symbol;"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font: 7pt 'Times New Roman';"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face="Calibri"&gt;&lt;font size="3"&gt;RAMP
Gold implementation:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="text-indent: -0.25in; margin: 0in 0in 0pt 1in;" class="MsoListParagraph"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: 'Courier New';"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;o&lt;/font&gt;&lt;span style="font: 7pt 'Times New Roman';"&gt;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face="Calibri"&gt;&lt;font size="3"&gt;Based
upon Xilinx XUP V5 board ($750)&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="text-indent: -0.25in; margin: 0in 0in 0pt 1in;" class="MsoListParagraph"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: 'Courier New';"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;o&lt;/font&gt;&lt;span style="font: 7pt 'Times New Roman';"&gt;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face="Calibri"&gt;&lt;font size="3"&gt;Able
to simulate 64 core, 2GB DDR2, FP and run production Linix&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="text-indent: -0.25in; margin: 0in 0in 0pt 0.5in;" class="MsoListParagraph"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: Symbol;"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font: 7pt 'Times New Roman';"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face="Calibri"&gt;&lt;font size="3"&gt;Tested
using trace data from Facebook and Yahoo Hadoop runs&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="text-indent: -0.25in; margin: 0in 0in 0pt 0.5in;" class="MsoListParagraph"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: Symbol;"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font: 7pt 'Times New Roman';"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;Demonstrating
the incast TCP collapse problem and showed simulated results that closely matched
actual measured results&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p style="margin: 0in 0in 0pt;" class="MsoNormal"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
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&lt;a name="_MailAutoSig"&gt;&lt;span style="font-size: 9pt;"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;James
Hamilton&lt;o:p&gt;&lt;/o:p&gt;
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&lt;/p&gt;
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From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,40872f81-dfaf-43cf-9142-2e966cd48641.aspx</comments>
      <category>Hardware</category>
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      <title>Very Low Power Servers Progress</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,6efb0e3e-73ae-48b5-aa02-8c1b5e98a71d.aspx</guid>
      <link>http://perspectives.mvdirona.com/2010/01/07/VeryLowPowerServersProgress.aspx</link>
      <pubDate>Thu, 07 Jan 2010 18:38:35 GMT</pubDate>
      <description>&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;There is a growing gap between
memory bandwidth and CPU power and this growing gap makes low power servers both more
practical and more efficient than current designs. &lt;span style=""&gt;&amp;nbsp;&amp;nbsp;&lt;/span&gt;Per-socket
processor performance continues to increase much more rapidly than memory bandwidth
and this trend applies across the application spectrum from mobile devices, through
client, to servers. Essentially we are getting more compute than we have memory bandwidth
to feed.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;We can attempt to address this problem
two ways: 1) more memory bandwidth and 2) less fast processors. The former solution
will be used and &lt;/font&gt;&lt;a href="http://www.intel.com/technology/architecture-silicon/next-gen/"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Intel
Nehalem&lt;/font&gt;&lt;/a&gt;&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt; is a
good example of this but costs increase non-linearly so the effectiveness of this
technique will be&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;bounded. The second technique has great
promise to reduce both cost and power consumption.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;For more detail on this
trend:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoListParagraph" style="margin: 0in 0in 0pt 0.5in; text-indent: -0.25in;"&gt;
&lt;span style="font-family: Symbol;"&gt;&lt;span style=""&gt;&lt;font color="#000000"&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font-family: 'Times New Roman'; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal; -x-system-font: none;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/01/15/TheCaseForLowCostLowPowerServers.aspx"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;The
Case for Low-Cost, Low-Power Servers&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoListParagraph" style="margin: 0in 0in 0pt 0.5in; text-indent: -0.25in;"&gt;
&lt;span style="font-family: Symbol;"&gt;&lt;span style=""&gt;&lt;font color="#000000"&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font-family: 'Times New Roman'; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal; -x-system-font: none;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/11/30/2010TheYearOfMicroSliceServers.aspx"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;2010
the Year of the MicroSlice Servers&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoListParagraph" style="margin: 0in 0in 0pt 0.5in; text-indent: -0.25in;"&gt;
&lt;span style="font-family: Symbol;"&gt;&lt;span style=""&gt;&lt;font color="#000000"&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font-family: 'Times New Roman'; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal; -x-system-font: none;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/09/07/LinuxApacheOnARMProcessors.aspx"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Linux/Apache
on ARM Processors&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoListParagraph" style="margin: 0in 0in 0pt 0.5in; text-indent: -0.25in;"&gt;
&lt;span style="font-family: Symbol;"&gt;&lt;span style=""&gt;&lt;font color="#000000"&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font-family: 'Times New Roman'; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal; -x-system-font: none;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/09/16/ARMCortexA9SMPDesignAnnounced.aspx"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;ARM
Cortex-A9 SMP Design Announced&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;This morning &lt;/font&gt;&lt;a href="http://gigaom.com/"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;GigOm&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt; reported
that &lt;/font&gt;&lt;a href="http://www.seamicro.com/"&gt;&lt;font face="Calibri" size="3"&gt;SeaMicro&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt; has
just obtained a $9.3M &lt;/font&gt;&lt;a href="http://www.energy.gov/"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Department
of Energy&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt; grant to improve
data center efficiency (&lt;/font&gt;&lt;a href="http://gigaom.com/2010/01/06/seamicros-secret-server-changes-computing-economics/"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;SeaMicro’s
Secret Server Changes Computing Economics&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt;).&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;SeaMicro
is a Santa Clara based start-up that is building a 512 processor server based upon &lt;/font&gt;&lt;a href="http://www.intel.com/technology/atom/"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Intel
Atom&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt;. Also mentioned was &lt;/font&gt;&lt;a href="http://www.smooth-stone.com/"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Smooth
Stone&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt; who is designing a
high-scale server based upon &lt;/font&gt;&lt;a href="http://www.arm.com/"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;ARM
processors&lt;/font&gt;&lt;/a&gt;&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;. ARMs
processors are incredibly power efficient, commonly used in embedded devices and by
far the most common processor used in cell phones.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;Over the past year I’ve
met with both Smooth Stone and SeaMicro frequently and it’s great to see more information
about both available broadly. The very low power server trend is real and advancing
quickly. When purchasing servers, it needs to be all about work done per dollar and
work done per joule&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;Congratulations to SeaMicro
on the DoE grant.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;a name="_MailAutoSig"&gt;&lt;span style="font-size: 9pt;"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;James
Hamilton&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;span style=""&gt;&lt;span style="font-size: 9pt;"&gt;&lt;font color="#000000" face="Calibri"&gt;e: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="mailto:jrh@mvdriona.com"&gt;&lt;font face="Calibri"&gt;&lt;span style=""&gt;&lt;span style="font-size: 9pt; color: blue;"&gt;jrh@mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style=""&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style=""&gt;&lt;span style="font-size: 9pt;"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
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&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
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&lt;span style=""&gt;&lt;span style="font-size: 9pt;"&gt;&lt;font color="#000000" face="Calibri"&gt;b: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://blog.mvdirona.com/"&gt;&lt;font face="Calibri"&gt;&lt;span style=""&gt;&lt;span style="font-size: 9pt; color: blue;"&gt;http://blog.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style=""&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style=""&gt;&lt;span style="font-size: 9pt;"&gt;&lt;font color="#000000" face="Calibri"&gt; / &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/"&gt;&lt;font face="Calibri"&gt;&lt;span style=""&gt;&lt;span style="font-size: 9pt; color: blue;"&gt;http://perspectives.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style=""&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;&lt;span style=""&gt;&lt;span style="font-size: 9pt;"&gt; &lt;/span&gt;&lt;/span&gt;&lt;span style=""&gt;&lt;span style="font-size: 9pt;"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;span style=""&gt;&lt;/span&gt; 
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
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From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
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      <title>Networking: The Last Bastion of Mainframe Computing</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,0e93601c-b504-4e47-b2ba-6f1a332d8193.aspx</guid>
      <link>http://perspectives.mvdirona.com/2009/12/19/NetworkingTheLastBastionOfMainframeComputing.aspx</link>
      <pubDate>Sat, 19 Dec 2009 18:00:08 GMT</pubDate>
      <description>&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font size="3"&gt;&lt;font face="Calibri"&gt;&lt;font color="#000000"&gt;The networking world remains
one of the last bastions of the mainframe computing design point. Back in 1987 &lt;/font&gt;&lt;span style="color: black;"&gt;Garth
Gibson, D&lt;span class="searchword"&gt;&lt;/span&gt;ave Patterson, and Randy Katz showed we could
aggregate low-cost, low-quality commodity disks into storage subsystems far more reliable
and much less expensive than the best purpose-built storage subsystems (&lt;/span&gt;&lt;/font&gt;&lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/RAID"&gt;&lt;span style=""&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Redundant
Array of Inexpensive Disks&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;).
The lesson played out yet again where we learned that large aggregations of low-cost,
low-quality commodity servers are far more reliable and less expensive than the best
purpose-built scale up servers. However, this logic has not yet played out in the
networking world.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;The networking equipment
world looks just like mainframe computing ecosystem did 40 years ago. A small number
of players produce vertically integrated solutions where the ASICs (the central processing
unit responsible for high speed data packet switching), the hardware design, the hardware
manufacture, and the entire software stack are stack are single sourced and vertically
integrated.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;Just as you couldn’t run IBM MVS on a Burrows
computer, you can’t run Cisco IOS on Juniper equipment. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;img src="http://perspectives.mvdirona.com/content/binary/NetGearEcoSystem.jpg" border="0"&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;When networking gear is
purchased, it’s packaged as a single sourced, vertically integrated stack. In contrast,
in the commodity server world, starting at the most basic component, CPUs are multi-sourced.
We can get CPUs from AMD and Intel. Compatible servers built from either Intel or
AMD CPUs are available from HP, Dell, IBM, SGI, ZT Systems, Silicon Mechanics, and
many others.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;Any of these servers can support both proprietary
and open source operating systems. The commodity server world is open and multi-sourced
at every layer in the stack.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;Open, multi-layer hardware and software
stacks encourage innovation and rapidly drive down costs. The server world is clear
evidence of what is possible when such an ecosystem emerges. In the networking world,
we have a long way to go but small steps are being made. Broadcom, Fulcrum, Marvell,
Dune (&lt;/font&gt;&lt;a href="http://investor.broadcom.com/releasedetail.cfm?ReleaseID=427149"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;recently
purchased by Broadcom&lt;/font&gt;&lt;/a&gt;&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;),
Fujitsu and others all produce ASICs (the data plane CPU of the networking world).
These ASICS are available for any hardware designer to pick up and use. Unfortunately,
there is no standardization and hardware designs based upon one part can’t easily
be adapted to use another. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;In the X86 world, the combination
of the X86 ISA, hardware platform, and the BIOS forms a De facto standard interface.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;Any
server supporting this low level interface can host the wide variety of different
Linux systems, Windows, and many embedded O/Ss.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;The existence
of this layer allows software innovation above and encourages nearly unconstrained
hardware innovation below.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;New hardware designs work with
existing software.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;New software extensions and enhancements
work with all the existing hardware platforms. Hardware producers get a wider variety
of good quality operating systems.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;Operating systems authors
get a broad install base of existing hardware to target. Both get bigger effective
markets. High volumes encourage greater investment and drive down costs.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;This standardized layer hasn’t existed
in the networking ecosystem as it has in the commodity server world. As a consequence,
we don’t have high quality networking stacks able to run across a wide variety of
networking devices. A potential solution is near: &lt;/font&gt;&lt;a href="http://www.openflowswitch.org/"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;OpenFlow&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt;.
This work originating out of the Stanford networking team driven by Nick McKeown.
It is a low level hardware independent interface for updating network routing tables
in a hardware independent-way. It is sufficiently rich to support current routing
protocols and it also can support research protocols optimized at high-scale data
center networking systems such as &lt;/font&gt;&lt;a href="http://research.microsoft.com/pubs/80693/vl2-sigcomm09-final.pdf"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;VL2&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt; and &lt;/font&gt;&lt;a href="http://cseweb.ucsd.edu/%7Evahdat/papers/portland-sigcomm09.pdf"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;PortLand&lt;/font&gt;&lt;/a&gt;&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;.
Current OpenFlow implementations exist on X86 hardware running linux, Broadcom, NEC,
NetFPGA, Toroki, and many others.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;The ingredients of an open
stack are coming together. We have merchant silicon ASIC from Broadcom, Fulcrum, Dune
and others. We have commodity, high-radix routers available from Broadcom (shipped
by many competing OEMs), Arista, and others.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;We have the
beginnings of industry momentum behind OpenFlow which has a very good chance of being
that low level networking interface we need. A broadly available, low-level interface
may allow a high-quality, open source networking stack to emerge. I see the beginnings
of the right thing happening.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoListParagraph" style="margin: 0in 0in 0pt 0.5in; text-indent: -0.25in;"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: Symbol;"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font-family: 'Times New Roman'; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face="Calibri" size="3"&gt;OpenFlow
web site: &lt;/font&gt;&lt;/font&gt;&lt;a href="http://www.openflowswitch.org/"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;http://www.openflowswitch.org/&lt;/font&gt;&lt;/a&gt;&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt; 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoListParagraph" style="margin: 0in 0in 0pt 0.5in; text-indent: -0.25in;"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: Symbol;"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font-family: 'Times New Roman'; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face="Calibri"&gt;&lt;font size="3"&gt;OpenFlow
paper:&lt;/font&gt;&lt;span style=""&gt;&lt;font size="3"&gt;&amp;nbsp; &lt;/font&gt;&lt;/span&gt;&lt;/font&gt;&lt;/font&gt;&lt;a href="http://www.openflowswitch.org/documents/openflow-wp-latest.pdf"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Enabling
Innovation in Campus Networks&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoListParagraph" style="margin: 0in 0in 0pt 0.5in; text-indent: -0.25in;"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: Symbol;"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font-family: 'Times New Roman'; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font face="Calibri" size="3"&gt;My
Stanford Clean Slate Talk Slides: &lt;/font&gt;&lt;/font&gt;&lt;a href="http://mvdirona.com/jrh/TalksAndPapers/JamesHamilton_CleanSlateCTO2009.pdf"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;DC
Networks are in my way&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;a name="_MailAutoSig"&gt;&lt;span style="font-size: 9pt;"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;James
Hamilton&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;span style=""&gt;&lt;span style="font-size: 9pt;"&gt;&lt;font color="#000000" face="Calibri"&gt;e: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="mailto:jrh@mvdriona.com"&gt;&lt;font face="Calibri"&gt;&lt;span style=""&gt;&lt;span style="font-size: 9pt; color: blue;"&gt;jrh@mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style=""&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style=""&gt;&lt;span style="font-size: 9pt;"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;span style=""&gt;&lt;span style="font-size: 9pt;"&gt;&lt;font color="#000000" face="Calibri"&gt;w: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://www.mvdirona.com/"&gt;&lt;font face="Calibri"&gt;&lt;span style=""&gt;&lt;span style="font-size: 9pt; color: blue;"&gt;http://www.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style=""&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style=""&gt;&lt;span style="font-size: 9pt;"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;span style=""&gt;&lt;span style="font-size: 9pt;"&gt;&lt;font color="#000000" face="Calibri"&gt;b: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://blog.mvdirona.com/"&gt;&lt;font face="Calibri"&gt;&lt;span style=""&gt;&lt;span style="font-size: 9pt; color: blue;"&gt;http://blog.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style=""&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style=""&gt;&lt;span style="font-size: 9pt;"&gt;&lt;font color="#000000" face="Calibri"&gt; / &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/"&gt;&lt;font face="Calibri"&gt;&lt;span style=""&gt;&lt;span style="font-size: 9pt; color: blue;"&gt;http://perspectives.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style=""&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;&lt;span style=""&gt;&lt;span style="font-size: 9pt;"&gt; &lt;/span&gt;&lt;/span&gt;&lt;span style=""&gt;&lt;span style="font-size: 9pt;"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;span style=""&gt;&lt;/span&gt; 
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;img width="0" height="0" src="http://perspectives.mvdirona.com/aggbug.ashx?id=0e93601c-b504-4e47-b2ba-6f1a332d8193" /&gt;
&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,0e93601c-b504-4e47-b2ba-6f1a332d8193.aspx</comments>
      <category>Hardware</category>
    </item>
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      <slash:comments>2</slash:comments>
      <title>Data Center Waste Heat Reclaimation</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,3ceeb34d-1797-45e6-a160-910644f188c4.aspx</guid>
      <link>http://perspectives.mvdirona.com/2009/12/02/DataCenterWasteHeatReclaimation.aspx</link>
      <pubDate>Wed, 02 Dec 2009 15:54:56 GMT</pubDate>
      <description>&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&lt;font face=Calibri color=#000000 size=3&gt;For several years I’ve been interested in
PUE&amp;lt;1.0 as a rallying cry for the industry around increased efficiency. From &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/06/15/PUEAndTotalPowerUsageEfficiencyTPUE.aspx"&gt;&lt;font face=Calibri color=#0000ff size=3&gt;PUE
and Total Power Usage Efficiency (tPUE)&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;&lt;?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /&gt; where
I talked about PUE&amp;lt;1.0:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&lt;o:p&gt;
&lt;font face=Calibri color=#000000 size=3&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt 0.5in"&gt;
&lt;span style="COLOR: black; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font face=Calibri size=3&gt;In
the Green Grid document [&lt;/font&gt;&lt;/span&gt;&lt;a href="http://www.thegreengrid.org/~/media/WhitePapers/White_Paper_6_-_PUE_and_DCiE_Eff_Metrics_30_December_2008.ashx?lang=en"&gt;&lt;span style="mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font face=Calibri color=#0000ff size=3&gt;Green
Grid Data Center Power Efficiency Metrics: PUE and DCiE&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;&lt;font color=#000000&gt;]&lt;span style="COLOR: black; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;,
it says that “the PUE can range from 1.0 to infinity” and goes on to say “… a PUE
value approaching 1.0 would indicate 100% efficiency (i.e. all power used by IT equipment
only).&amp;nbsp;&amp;nbsp; In practice, this is approximately true. But PUEs better than 1.0
is absolutely possible and even a good idea.&amp;nbsp; Let’s use an example to better
understand this.&amp;nbsp; I’ll use a 1.2 PUE facility in this case. Some facilities are
already exceeding this PUE and there is no controversy on whether its achievable.&amp;nbsp; &lt;/span&gt;&lt;/font&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;&lt;?xml:namespace prefix = u1 /&gt;
&lt;u1:p&gt;&lt;/u1:p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt 0.5in"&gt;
&lt;font size=3&gt;&lt;font face=Calibri&gt;
&lt;u1:p&gt;
&lt;span style="COLOR: black; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&amp;nbsp;&lt;/span&gt;
&lt;/u1:p&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt 0.5in"&gt;
&lt;font size=3&gt;&lt;font face=Calibri&gt;&lt;span style="COLOR: black; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;Our
example 1.2 PUE facility is dissipating 16% of the total facility power in power distribution
and cooling. Some of this heat may be in transformers outside the building but we
know for sure that all the servers are inside which is to say that at least 83% of
the dissipated heat will be inside the shell. Let’s assume that we can recover 30%
of this heat and use it for commercial gain.&amp;nbsp; For example, we might use the waste
heat to warm crops and allow tomatoes or other high value crops to be grown in climates
that would not normally favor them.&amp;nbsp; Or we can use the heat as part of the process
to grow algae for bio-diesel.&amp;nbsp; If we can transport this low grade heat and net
only 30% of the original value, we can achieve a 0.90 PUE. &amp;nbsp;That is to say if
we are only 30% effective at monetizing the low-grade waste heat, we can achieve a
better than 1.0 PUE.&lt;/span&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;u1:p&gt;&lt;/u1:p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt 0.5in"&gt;
&lt;font size=3&gt;&lt;font face=Calibri&gt;
&lt;u1:p&gt;
&lt;span style="COLOR: black; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&amp;nbsp;&lt;/span&gt;
&lt;/u1:p&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt 0.5in"&gt;
&lt;span style="COLOR: black; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font face=Calibri size=3&gt;Less
than 1.0 PUE are possible and I would love to rally the industry around achieving
a less than 1.0 PUE.&amp;nbsp; In the database world years ago, we rallied around the
achieving 1,000 transactions per second.&amp;nbsp; The &lt;/font&gt;&lt;/span&gt;&lt;a href="http://www.hpts.ws/"&gt;&lt;span style="mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font face=Calibri color=#0000ff size=3&gt;High
Performance Transactions Systems&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;&lt;span style="COLOR: black; mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt; conference
was originally conceived with a goal of achieving these (at the time) incredible result.&amp;nbsp;
1,000 TPS was eclipsed decades ago but HPTS remains a fantastic conference. We need
to do the same with PUE and aim to get below 1.0 before 2015. A PUE less than 1.0
is hard but it can and will be done.&lt;/span&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&lt;o:p&gt;
&lt;font face=Calibri color=#000000 size=3&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;So, a PUE of less than 1.0 is
totally possible but doing it efficiently and economically has proven elusive so far.
The challenge is finding a process that can make use of the very low grade heat produced
by data centers and turn it into economic gain. The challenge is producing economic
gain from the low grade heat where the economic gain exceeds the combined capital
and operational expense of recovering that energy.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&lt;o:p&gt;
&lt;font face=Calibri color=#000000 size=3&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&lt;font face=Calibri color=#000000 size=3&gt;In the posting &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/11/22/IsSandiaNationalLabsRedSkyReallyAbleToDeliverAPUEOf1035.aspx"&gt;&lt;font face=Calibri color=#0000ff size=3&gt;Is
Sandia National Lab's Red Sky Really Able to Deliver a PUE of 1.035?&lt;/font&gt;&lt;/a&gt;&lt;font face=Calibri color=#000000 size=3&gt;,
I pointed to an innovative sewage waste heat reclamation system in Norway: &lt;/font&gt;&lt;a href="http://www.abc.net.au/science/news/stories/s1612612.htm"&gt;&lt;span style="mso-ascii-font-family: Calibri; mso-hansi-font-family: Calibri"&gt;&lt;font face=Calibri color=#0000ff size=3&gt;Flush
the loo, warm your house&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;font color=#000000&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt;.
In this system,&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Heat_pump"&gt;&lt;font face=Calibri color=#0000ff size=3&gt;heat
pumps&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; are used to reclaim
waste heat from sewage and convert to home heat.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&lt;o:p&gt;
&lt;font face=Calibri color=#000000 size=3&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&lt;font face=Calibri color=#000000 size=3&gt;Other possible applications of waste heat
are heating green houses to allow the growth of valuable crops in adverse climates.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;See &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Vertical_farming"&gt;&lt;font face=Calibri color=#0000ff size=3&gt;Vertical
Farming&lt;/font&gt;&lt;/a&gt;&lt;font face=Calibri color=#000000 size=3&gt; for most radical extension
of these ideas. Another possible approach is to grow biodiesel from microbes and use
the low grade heat as a heat source for the culture. See &lt;/font&gt;&lt;a href="http://www.technologyreview.com/read_article.aspx?id=18476"&gt;&lt;font face=Calibri color=#0000ff size=3&gt;A
Better Biofuel&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; for
an example of this approach.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&lt;o:p&gt;
&lt;font face=Calibri color=#000000 size=3&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&lt;font face=Calibri color=#000000 size=3&gt;Yesterday, I came across an interesting application
of waste heat reclamation from datacenters from &lt;/font&gt;&lt;a href="http://www.helen.fi/"&gt;&lt;font face=Calibri color=#0000ff size=3&gt;Helsingin
Energia&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt; (Helsinki public
energy company).&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;img src="http://perspectives.mvdirona.com/content/binary/HelsinginEnergiaHeatRecovery.jpg" border=0&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;In this proof of concept datacenter
that will come on line next month, they have a conventional datacenter water cooling
design but rather than releasing the waste heat to the atmosphere via a cooling tower
or related technique, they run it through a heat pump to add heat to a heating loop
to heat homes in the Finnish capital. The data center is located in an unused bomb
shelter. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&lt;o:p&gt;
&lt;font face=Calibri color=#000000 size=3&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;In a conversation I had earlier
today, the project manager Sipilia Juha said: 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&lt;o:p&gt;
&lt;font face=Calibri color=#000000 size=3&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt 0.5in"&gt;
&lt;i style="mso-bidi-font-style: normal"&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;We
provide facilities for datacenter operators including underground property, electricity
and cooling. We can capture almost 100% of the heat that comes out of the datacenter
and put it in to the district heating system to heat buildings in Helsinki. Our customers
make the detailed planning inside the premises and bring their own IT-equipment.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&lt;/i&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt 0.5in"&gt;
&lt;i style="mso-bidi-font-style: normal"&gt;
&lt;o:p&gt;
&lt;font face=Calibri color=#000000 size=3&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/i&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt 0.5in"&gt;
&lt;i style="mso-bidi-font-style: normal"&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The
cooling costs for the customer from 7€ to 20€ per MWh depending on the size of the
center and of the time in the year. We can do it very ecologically and economically.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&lt;/i&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&lt;o:p&gt;
&lt;font face=Calibri color=#000000 size=3&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&lt;font face=Calibri color=#000000 size=3&gt;Computerworld also talked to Juha: &lt;/font&gt;&lt;a href="http://www.computerworlduk.com/toolbox/green-computing/best-practice/news/index.cfm?RSS&amp;amp;NewsId=17804"&gt;&lt;font face=Calibri color=#0000ff size=3&gt;Green
Data Center Recycles Waste Heat&lt;/font&gt;&lt;/a&gt;&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&lt;o:p&gt;
&lt;font face=Calibri color=#000000 size=3&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;I’ve been unable to get the details
on the capital cost, the operational costs and the estimated cost recovery time and
model used.&lt;span style="mso-spacerun: yes"&gt;&amp;nbsp; &lt;/span&gt;The facility won’t be live
until January so, even with good cost models, they wouldn’t yet be calibrated by real
operational experience. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&lt;o:p&gt;
&lt;font face=Calibri color=#000000 size=3&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;They are aiming for a PUE of around
1.0 and its quite conceivable they will get there:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt 0.5in; mso-layout-grid-align: none"&gt;
&lt;i style="mso-bidi-font-style: normal"&gt;&lt;font color=#000000&gt;&lt;span style="FONT-SIZE: 10pt; FONT-FAMILY: 'ArialMT','sans-serif'; mso-bidi-font-family: ArialMT"&gt;The
energy efficiency of computer halls is quantified by the so-called efficiency factor
which expresses the ratio of the total energy consumption and the energy used for
actual computing. The efficiency factor of ordinary computer halls is between 1.5
and 2, with the figure for computer halls deemed to be extremely ecoefficient possibly
under 1.5. The efficiency factor of Academica's and Helsingin Energia's hall is around
one, and it is possible to get even below this figure.&lt;/span&gt;&lt;font size=3&gt;&lt;font face=Calibri&gt; 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&lt;/i&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&lt;o:p&gt;
&lt;font face=Calibri color=#000000 size=3&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;The next test is to see if this
level of efficiency can be achieved in a economically positively or at least without
loss. It’s an interesting project. I’ll continue to watch this and similar proof of
concept facilities closely.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&lt;o:p&gt;
&lt;font face=Calibri color=#000000 size=3&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&lt;font size=3&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;A brochure from Helsingin Energia
is at: &lt;/font&gt;&lt;/font&gt;&lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/content/binary/Hel_En_Eco-efficient_computer_hall.pdf"&gt;Hel_En_Eco-efficient_computer_hall.pdf
(1.93 MB)&lt;/a&gt;.
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;--jrh
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&lt;a name=_MailAutoSig&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font color=#000000&gt;&lt;font face=Calibri&gt;James
Hamilton&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font face=Calibri color=#000000&gt;e: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="mailto:jrh@mvdriona.com"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; COLOR: blue; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;jrh@mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font face=Calibri color=#000000&gt;w: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://www.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; COLOR: blue; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;http://www.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font face=Calibri color=#000000&gt;b: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://blog.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; COLOR: blue; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;http://blog.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font face=Calibri color=#000000&gt; / &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/"&gt;&lt;font face=Calibri&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; COLOR: blue; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes; mso-bidi-font-size: 11.0pt"&gt;http://perspectives.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: minor-fareast; mso-no-proof: yes"&gt;&lt;font face=Calibri color=#000000&gt; &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="mso-bookmark: _MailAutoSig"&gt;&lt;span style="FONT-SIZE: 9pt; mso-no-proof: yes"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p class=MsoNormal style="MARGIN: 0in 0in 0pt"&gt;
&amp;nbsp;
&lt;/p&gt;
&lt;img width="0" height="0" src="http://perspectives.mvdirona.com/aggbug.ashx?id=3ceeb34d-1797-45e6-a160-910644f188c4" /&gt;
&lt;br /&gt;
&lt;hr /&gt;
From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
      <comments>http://perspectives.mvdirona.com/CommentView,guid,3ceeb34d-1797-45e6-a160-910644f188c4.aspx</comments>
      <category>Hardware</category>
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      <title>2010 the Year of MicroSlice Servers</title>
      <guid isPermaLink="false">http://perspectives.mvdirona.com/PermaLink,guid,f64d930c-c90f-4068-b7d7-2f63cc1b1414.aspx</guid>
      <link>http://perspectives.mvdirona.com/2009/11/30/2010TheYearOfMicroSliceServers.aspx</link>
      <pubDate>Mon, 30 Nov 2009 15:04:17 GMT</pubDate>
      <description>&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;Very low-power scale-out servers --
it’s an idea whose time has come. A few weeks ago Intel announced it was doing Microslice
servers: &lt;/font&gt;&lt;a href="http://news.cnet.com/8301-30685_3-10386452-264.html?tag=newsEditorsPicksArea.0"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Intel
Seeks new ‘microserver’ standard&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt;.
Rackable Systems (I may never manage to start calling them ‘SGI’ – remember the old
MIPS-based workstation company?) was on this idea even earlier: &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/01/23/MicrosliceServers.aspx"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Microslice
Servers&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt;. The Dell Data Center
Solutions team has been on a similar path: &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/05/22/ServerUnder30W.aspx"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Server
under 30W&lt;/font&gt;&lt;/a&gt;&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;Rackable has been talking about very
low power servers as physicalization: &lt;/font&gt;&lt;a href="http://arstechnica.com/business/news/2009/11/basics-of-physicalization.ars"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;When
less is more: the basics of physicalization&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt;.
Essentially they are arguing that rather than buying, more-expensive scale-up servers
and then virtualizing the workload onto those fewer servers, buy many smaller servers.
This saves the virtualization tax which can run 15% to 50% in I/O intensive applications
and smaller and low-scale servers can produce more work done per joule and better
work done per dollar. I’ve been a believer in this approach for years and wrote it
up for the &lt;/font&gt;&lt;a href="http://www.cidrdb.org/"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Conference
on Innovative Data Research&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt; last
year in &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/01/15/TheCaseForLowCostLowPowerServers.aspx"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;The
Case for Low-Cost, Low-Power Servers&lt;/font&gt;&lt;/a&gt;&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;I’ve recently been very
interested in the application of ARM processors to web-server workloads:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoListParagraph" style="margin: 0in 0in 0pt 0.5in; text-indent: -0.25in;"&gt;
&lt;span style="font-family: Symbol;"&gt;&lt;span&gt;&lt;font color="#000000"&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font-family: 'Times New Roman'; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; -x-system-font: none; font-size-adjust: none; font-stretch: normal;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/09/07/LinuxApacheOnARMProcessors.aspxirona.com/2009/09/07/LinuxApacheOnARMProcessors.aspx"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Linux/Apache
on ARM Processors&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoListParagraph" style="margin: 0in 0in 0pt 0.5in; text-indent: -0.25in;"&gt;
&lt;span style="font-family: Symbol;"&gt;&lt;span&gt;&lt;font color="#000000"&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font-family: 'Times New Roman'; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; -x-system-font: none; font-size-adjust: none; font-stretch: normal;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/2009/09/16/ARMCortexA9SMPDesignAnnounced.aspx"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;ARM
Cortex-A9 SMP Design Announced&lt;/font&gt;&lt;/a&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;ARMs are an even more radical
application of the Microslice approach.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;Scale-down servers easily
win on many workloads when looking at work done per dollar and work done per joule
and I claim, if you are looking at single dimensional metrics, like performance, you
aren’t looking hard enough. However, there are workloads where scale-up wins. They
are absolutely required when the workload won’t partition and scale near linearly.
Database workloads are classic examples of partition-resistant workloads that really
do often run better on more-expensive, scale-up servers. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;The other limit is administration.
Non-automated IT shops believe they are better off with fewer, more-expensive servers
although they often achieve this goal by running many operating system images on a
single server.&lt;span&gt;&amp;nbsp; &lt;/span&gt;Given that the bulk of administration is spent on
the software stack, it’s not clear that this approach of running the same number of
O/S images and software stacks on a single server is a substantial savings. However,
I do agree that administration costs are important at low-scale. If, at high-scale,
admin costs are over 10% of overall operational costs, go fix it rather than buying
bigger, more expensive servers.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;When do scale-up servers
win economically? 1) very low-scale workloads where administration costs dominate,
and 2) workloads that partition poorly and suffer highly-sub-linear scale-out.&lt;span&gt;&amp;nbsp; &lt;/span&gt;Simple
web workloads and other partition-tolerant applications should look to scale-down
severs. Make sure your admin costs are sub-10% and don’t scale with server count.
Then use work done per dollar and work done per joule and you’ll be amazed to see
scale-down gets more done at lower cost and lower power consumption. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;2010 is the year of the
low-cost, scale-down server.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
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&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
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&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;&lt;span&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;--jrh&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
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&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;a name="_MailAutoSig"&gt;&lt;span style="font-size: 9pt;"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;James
Hamilton&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;span&gt;&lt;span style="font-size: 9pt;"&gt;&lt;font color="#000000" face="Calibri"&gt;e: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="mailto:jrh@mvdriona.com"&gt;&lt;font face="Calibri"&gt;&lt;span&gt;&lt;span style="font-size: 9pt; color: blue;"&gt;jrh@mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span&gt;&lt;span style="font-size: 9pt;"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;span&gt;&lt;span style="font-size: 9pt;"&gt;&lt;font color="#000000" face="Calibri"&gt;w: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://www.mvdirona.com/"&gt;&lt;font face="Calibri"&gt;&lt;span&gt;&lt;span style="font-size: 9pt; color: blue;"&gt;http://www.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span&gt;&lt;span style="font-size: 9pt;"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
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&lt;span&gt;&lt;span style="font-size: 9pt;"&gt;&lt;font color="#000000" face="Calibri"&gt;b: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://blog.mvdirona.com/"&gt;&lt;font face="Calibri"&gt;&lt;span&gt;&lt;span style="font-size: 9pt; color: blue;"&gt;http://blog.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span&gt;&lt;span style="font-size: 9pt;"&gt;&lt;font color="#000000" face="Calibri"&gt; / &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="http://perspectives.mvdirona.com/"&gt;&lt;font face="Calibri"&gt;&lt;span&gt;&lt;span style="font-size: 9pt; color: blue;"&gt;http://perspectives.mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;&lt;span&gt;&lt;span style="font-size: 9pt;"&gt; &lt;/span&gt;&lt;/span&gt;&lt;span&gt;&lt;span style="font-size: 9pt;"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
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From &lt;a href="http://perspectives.mvdirona.com"&gt;Perspectives&lt;/a&gt;. </description>
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      <title>Is Sandia National Lab's Red Sky Really Able to Deliver a PUE of 1.035?</title>
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      <link>http://perspectives.mvdirona.com/2009/11/22/IsSandiaNationalLabsRedSkyReallyAbleToDeliverAPUEOf1035.aspx</link>
      <pubDate>Sun, 22 Nov 2009 16:30:19 GMT</pubDate>
      <description>&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;Sometime back I whined that &lt;/font&gt;&lt;a href="http://www.thegreengrid.org/en/Global/Content/white-papers/The-Green-Grid-Data-Center-Power-Efficiency-Metrics-PUE-and-DCiE"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Power
Usage Efficiency&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt; (PUE) is
a seriously abused term: &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/06/15/PUEAndTotalPowerUsageEfficiencyTPUE.aspx"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;PUE
and Total Power Usage Efficiency&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt;.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;But
I continue to use it because it gives us a rough way to compare the efficiency of
different data centers.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;It’s a simple metric that takes
the total power delivered to a facility (total power) and divides it by the amount
of power delivered to the servers (critical power or IT load).&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;A
PUE of 1.35 is very good today. Some datacenter owners have claimed to be as good
as 1.2.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;Conventionally designed data centers operated
conservatively are in the 1.6 to 1.7 range.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;Unfortunately
most of the industry has a PUE of over 2.0, some are as bad as 3.0, and the EPA reports
the industry average is 2.0 (&lt;/font&gt;&lt;a href="http://www.energystar.gov/ia/partners/prod_development/downloads/EPA_Datacenter_Report_Congress_Final1.pdf"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Report
to Congress on Server Data Center Efficiency&lt;/font&gt;&lt;/a&gt;&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;).
A PUE of 2.0 means that for each watt delivered to the IT load (servers, net gear,
and storage), one watt is lost in cooling and in power distribution.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;Whenever a metric becomes important,
managers ask about it and marketing people use it. &lt;span style=""&gt;&amp;nbsp;&lt;/span&gt;Eventually
we start seeing data points that are impossibly good. The recent Red Sky installation
is one of these events. Sandia National Lab’s Red Sky supercomputer is reported to
be delivering a PUE of 1.035 in a system without waste heat recovery. In &lt;/font&gt;&lt;a href="http://www.sandia.gov/LabNews/ln05-22-09/labnews05-22-09.pdf"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Red
Sky at Night, Sandia’s New Computer Might&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt; it
is reported “The power usage effectiveness of Red Sky is an almost unheard-of 1.035”.
The video referenced below also reports Red Sky at a 1.035 PUE. in response to the
claimed PUE of 1.035, Rich Miller of Data Center Knowledge astutely asked “How’s this
possible?” (see &lt;/font&gt;&lt;a href="http://www.datacenterknowledge.com/archives/2009/11/17/red-sky-supercomputing-efficiency-meet/"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Red
Sky: Supercomputing and Efficiency Meet&lt;/font&gt;&lt;/a&gt;&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;). &lt;span style=""&gt;&amp;nbsp;&lt;/span&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;The data center knowledge article links
to a blog posting &lt;/font&gt;&lt;a href="http://blogs.sun.com/marchamilton/entry/building_red_sky"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Building
Red Sky&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt; by Marc Hamilton
which includes a wonderful time lapse video showing the building of Red Sky: &lt;/font&gt;&lt;a href="http://www.youtube.com/watch?v=mNW9cYY4tqc" target="_blank"&gt;&lt;span style=""&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;http://www.youtube.com/watch?v=mNW9cYY4tqc&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;.
You should watch the 4 min and 51 second video and I’ll include my notes and observations
from the video below. But, before we get to the video, let’s look more closely at
the widely reported 1.035 PUE and what it would mean.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;A PUE of 1.035 implies that
for each 1 watt delivered to the servers, 0.035 is lost in power distribution and
mechanical systems. For a facility of this size, I suspect they will get delivered
high voltage in the 115kV range. In a conventional power distribution design, they
will take 115kV and transform it to mid-voltage (13kV range), then to 480V 3p, then
to 208V to be delivered to the servers. In addition to all these conversions, there
is some loss in the conductors themselves. And there is considerable loss in even
the very best uninterruptable power supply (UPS) systems.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;In
fact, a UPS alone with 3.5% loss is excellent. Excellent power distribution designs
will avoid 1 or perhaps 2 of the conversions above and will use a full bypass UPS.
But, getting these excellent power distribution designs to even within a factor of
2 of the reported 3.5% loss is incredibly difficult and I’m very skeptical that they
are going to get much below 6% to 7%. In fact, if anyone knows how to get down below
6% loss in the power distribution system measured fully, I’m super interested and
would love to see what you have done, buy you lunch, and do a datacenter a tour.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;A 6% loss in power distribution would
limit the PUE to nothing lower than 1.06. But, we still have the cooling system to
account for. Air is an expensive fluid to move long distances. Consequently, Red Sky
brings the water to the server racks using &lt;/font&gt;&lt;a href="http://www.sun.com/servers/cooling/"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Sun
Cooling Door Systems&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt; (similar
to &lt;/font&gt;&lt;a href="http://www-03.ibm.com/systems/info/x/idataplex/index.html"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;the
IBM iDataPlex Rear Door Cooling&lt;/font&gt;&lt;/a&gt;&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt; system). 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;The Sun Cooling Door System is a nice
designs that will significantly improve PUE over more conventional &lt;/font&gt;&lt;a href="http://en.wikipedia.org/wiki/Computer_Room_Air_Conditioner"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;CRAC&lt;/font&gt;&lt;/a&gt;&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;-based
mechanical designs. Generally, bringing water close to the heat load in systems that
use water (rather than aggressive free-air only designs) is a good approach. The Sun
advertising material credibly reports that “&lt;span class="small"&gt;&lt;i style=""&gt;A highly
efficient datacenter utilizing a holistic design for closely coupled cooling using
Sun Cooling Door Systems can reach a PUE of 1.3&lt;/i&gt;&lt;/span&gt;”. 
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;I know of no way to circulate air through
a heat exchanger, pump water to the outside of the building, and then cool the water
using any of the many technologies available that can be done at only a 3.5% loss.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;Which
is to say that a PUE of 1.035 can’t be done with the Red Sky mechanical system design
even if power distribution losses were ignored completely. I like Red Sky but suspect
we’re looking at a 1.35 PUE system rather than the reported 1.035.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;But,
that’s OK, 1.35 is quite good and, for a &lt;/font&gt;&lt;a href="http://top500.org/lists/2009/11"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;top
10&lt;/font&gt;&lt;/a&gt;&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt; super computer,
it’s GREAT.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;&lt;span style=""&gt;&amp;nbsp;&lt;/span&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;Note that a PUE of 1.035 is technically
possible with waste heat recovery and, in fact, even less than 1.0 can be achieved
with waste heat recovery. See the “&lt;i style=""&gt;PUE less than 1.0”&lt;/i&gt; section of &lt;/font&gt;&lt;a href="http://perspectives.mvdirona.com/2009/06/15/PUEAndTotalPowerUsageEfficiencyTPUE.aspx"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;PUE
and Total Power Usage Efficiency&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt; for
more data on waste heat recovery. &lt;span style=""&gt;&amp;nbsp;&lt;/span&gt;Remember this is “technically
possible” rather than achieved in production today. It’s certainly possible to do
today but doing it cost effectively is the challenge.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;I
have seen it applied to related domains that also have large quantities of low grade
heat. For example, a city in Norway is experimenting with waste heat recovery from
Sewage: &lt;/font&gt;&lt;a href="http://www.abc.net.au/science/news/stories/s1612612.htm"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Flush
the loo, warm your house&lt;/font&gt;&lt;/a&gt;&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;My notes from the Red Sky
Video follow:&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoListParagraph" style="margin: 0in 0in 0pt 0.5in; text-indent: -0.25in;"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: Symbol;"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font-family: 'Times New Roman'; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal; -x-system-font: none;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;47,232
cores of Intel EM64T Xeon X55xx (Nehalem-EP) 2930 MHz (11.72 GFlops)&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoListParagraph" style="margin: 0in 0in 0pt 1in; text-indent: -0.25in;"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: 'Courier New';"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;o&lt;/font&gt;&lt;span style="font-family: 'Times New Roman'; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal; -x-system-font: none;"&gt;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;553
Teraflops&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoListParagraph" style="margin: 0in 0in 0pt 0.5in; text-indent: -0.25in;"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: Symbol;"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font-family: 'Times New Roman'; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal; -x-system-font: none;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;Infiniband
QDR interconnect&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoListParagraph" style="margin: 0in 0in 0pt 1in; text-indent: -0.25in;"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: 'Courier New';"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;o&lt;/font&gt;&lt;span style="font-family: 'Times New Roman'; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal; -x-system-font: none;"&gt;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;1,440
cables totally 9.1 miles&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoListParagraph" style="margin: 0in 0in 0pt 0.5in; text-indent: -0.25in;"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: Symbol;"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font-family: 'Times New Roman'; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal; -x-system-font: none;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;Operating
System: CentOS&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoListParagraph" style="margin: 0in 0in 0pt 0.5in; text-indent: -0.25in;"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: Symbol;"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font-family: 'Times New Roman'; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal; -x-system-font: none;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;Main
Memory: 22,104 GB&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoListParagraph" style="margin: 0in 0in 0pt 0.5in; text-indent: -0.25in;"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: Symbol;"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font-family: 'Times New Roman'; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal; -x-system-font: none;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;266
VA [jrh: this is clearly incorrect unless they are talking about each server]&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoListParagraph" style="margin: 0in 0in 0pt 1in; text-indent: -0.25in;"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: 'Courier New';"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;o&lt;/font&gt;&lt;span style="font-family: 'Times New Roman'; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal; -x-system-font: none;"&gt;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;Each
reach is 32kW&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoListParagraph" style="margin: 0in 0in 0pt 0.5in; text-indent: -0.25in;"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: Symbol;"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font-family: 'Times New Roman'; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal; -x-system-font: none;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;96
JBOD enclosures&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoListParagraph" style="margin: 0in 0in 0pt 1in; text-indent: -0.25in;"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: 'Courier New';"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;o&lt;/font&gt;&lt;span style="font-family: 'Times New Roman'; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal; -x-system-font: none;"&gt;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;2,304
1TB disks&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoListParagraph" style="margin: 0in 0in 0pt 0.5in; text-indent: -0.25in;"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: Symbol;"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font-family: 'Times New Roman'; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal; -x-system-font: none;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;12
GB RAM/note &amp;amp; 70TB total&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoListParagraph" style="margin: 0in 0in 0pt 0.5in; text-indent: -0.25in;"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: Symbol;"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font-family: 'Times New Roman'; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal; -x-system-font: none;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;PUE
1.035 [jrh: I strongly suspect they meant 1.35]&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoListParagraph" style="margin: 0in 0in 0pt 0.5in; text-indent: -0.25in;"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: Symbol;"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font-family: 'Times New Roman'; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal; -x-system-font: none;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;328
tons cooling&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoListParagraph" style="margin: 0in 0in 0pt 0.5in; text-indent: -0.25in;"&gt;
&lt;font color="#000000"&gt;&lt;span style="font-family: Symbol;"&gt;&lt;span style=""&gt;&lt;font size="3"&gt;·&lt;/font&gt;&lt;span style="font-family: 'Times New Roman'; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal; -x-system-font: none;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;font size="3"&gt;&lt;font face="Calibri"&gt;7.3million
gallons of water per year&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoListParagraph" style="margin: 0in 0in 0pt 0.5in; text-indent: -0.25in;"&gt;
&lt;font face="Calibri"&gt;&lt;font size="3"&gt;&lt;font color="#000000"&gt;
&lt;o:p&gt;&amp;nbsp;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;The video is worth watching although
if you play with cross referencing the numbers above, there appear to be many mistakes: &lt;/font&gt;&lt;a href="http://www.youtube.com/watch?v=mNW9cYY4tqc"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Red
Sky time Lapse&lt;/font&gt;&lt;/a&gt;&lt;font color="#000000" face="Calibri" size="3"&gt;.&lt;span style=""&gt;&amp;nbsp; &lt;/span&gt;Thanks
to &lt;/font&gt;&lt;a href="http://www.jeff-barr.com/"&gt;&lt;font color="#0000ff" face="Calibri" size="3"&gt;Jeff
Bar&lt;/font&gt;&lt;/a&gt;&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt; for sending
this one my way.&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;font size="3"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;&lt;span style=""&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;/span&gt;--jrh&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/font&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;o:p&gt;
&lt;font color="#000000" face="Calibri" size="3"&gt;&amp;nbsp;&lt;/font&gt;
&lt;/o:p&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;a name="_MailAutoSig"&gt;&lt;span style="font-size: 9pt;"&gt;&lt;font color="#000000"&gt;&lt;font face="Calibri"&gt;James
Hamilton&lt;o:p&gt;&lt;/o:p&gt;
&lt;/font&gt;&lt;/font&gt;&lt;/span&gt;&lt;/a&gt;
&lt;/p&gt;
&lt;p class="MsoNormal" style="margin: 0in 0in 0pt;"&gt;
&lt;span style=""&gt;&lt;span style="font-size: 9pt;"&gt;&lt;font color="#000000" face="Calibri"&gt;e: &lt;/font&gt;&lt;/span&gt;&lt;/span&gt;&lt;a href="mailto:jrh@mvdriona.com"&gt;&lt;font face="Calibri"&gt;&lt;span style=""&gt;&lt;span style="font-size: 9pt; color: blue;"&gt;jrh@mvdirona.com&lt;/span&gt;&lt;/span&gt;&lt;span style=""&gt;&lt;/span&gt;&lt;/font&gt;&lt;/a&gt;&lt;span style=""&gt;&lt;span style="font-size: 9pt;"&gt;
&lt;o:p&gt;&lt;/o:p&gt;
&lt;/span&gt;&lt;/span&gt;
&lt;/p&gt;
&lt;