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	<title>Bret Swanson - Maximum Entropy &#187; Exaflood</title>
	<atom:link href="http://www.bretswanson.com/index.php/category/exaflood/feed/" rel="self" type="application/rss+xml" />
	<link>http://www.bretswanson.com</link>
	<description>tech, econ, Web, China, stocks, Fed, energy, IP, Moore, bandwidth, exaflood</description>
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			<item>
		<title>Exa Metrics</title>
		<link>http://www.bretswanson.com/index.php/2010/03/exa-metrics/</link>
		<comments>http://www.bretswanson.com/index.php/2010/03/exa-metrics/#comments</comments>
		<pubDate>Tue, 02 Mar 2010 16:44:55 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Exaflood]]></category>

		<guid isPermaLink="false">http://www.bretswanson.com/?p=1563</guid>
		<description><![CDATA[
Here&#8217;s a new exaflood metric for you &#8212; tweets per second.
From the Twitter blog:
Folks were tweeting 5,000 times a day in 2007. By 2008, that number was 300,000, and by 2009 it had grown to 2.5 million per day. Tweets grew 1,400% last year to 35 million per day. Today, we are seeing 50 million [...]]]></description>
			<content:encoded><![CDATA[<p><a href="http://www.bretswanson.com/wp-content/uploads/2010/03/chart-tweets-per-day3.png" ><img class="alignnone size-full wp-image-1564" title="chart-tweets-per-day3" src="http://www.bretswanson.com/wp-content/uploads/2010/03/chart-tweets-per-day3.png" alt="" width="500" height="377" /></a></p>
<p>Here&#8217;s a new exaflood metric for you &#8212; tweets per second.</p>
<p>From the <a href="http://blog.twitter.com/2010/02/measuring-tweets.html" onclick="javascript:pageTracker._trackPageview('/outbound/article/blog.twitter.com');" target="_blank">Twitter blog</a>:</p>
<blockquote><p>Folks were tweeting 5,000 times a day in 2007. By 2008, that number was 300,000, and by 2009 it had grown to 2.5 million per day. Tweets grew 1,400% last year to 35 million per day. Today, we are seeing 50 million tweets per day—that&#8217;s an average of 600 tweets per second. (Yes, we have TPS reports.)</p></blockquote>
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		</item>
		<item>
		<title>Exa News</title>
		<link>http://www.bretswanson.com/index.php/2010/03/exa-news/</link>
		<comments>http://www.bretswanson.com/index.php/2010/03/exa-news/#comments</comments>
		<pubDate>Tue, 02 Mar 2010 05:29:25 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Exaflood]]></category>

		<guid isPermaLink="false">http://www.bretswanson.com/?p=1560</guid>
		<description><![CDATA[A number of interesting new articles and forums deal with our exaflood theme of the past few years.
&#8220;Striving to Map the Shape-Shifting Net&#8221; – by John Markoff – The New York Times – March 2, 2010
&#8220;Data, data, everywhere&#8221; – The Economist – Special Report on Managing Information – February 25, 2010
&#8220;Managing the Exaflood&#8221; – American [...]]]></description>
			<content:encoded><![CDATA[<p>A number of interesting new articles and forums deal with our exaflood theme of the past few years.</p>
<p><a href="http://www.nytimes.com/2010/03/02/science/02topo.html" onclick="javascript:pageTracker._trackPageview('/outbound/article/www.nytimes.com');" target="_blank">&#8220;Striving to Map the Shape-Shifting Net&#8221;</a> – by John Markoff – <em>The New York Times</em> – March 2, 2010</p>
<p><a href="http://www.economist.com/specialreports/displaystory.cfm?story_id=15557443" onclick="javascript:pageTracker._trackPageview('/outbound/article/www.economist.com');" target="_blank">&#8220;Data, data, everywhere&#8221;</a> – <em>The Economist</em> – Special Report on Managing Information – February 25, 2010</p>
<p><a href="http://aaas.confex.com/aaas/2010/webprogram/Session1816.html" onclick="javascript:pageTracker._trackPageview('/outbound/article/aaas.confex.com');" target="_blank">&#8220;Managing the Exaflood&#8221;</a> – American Association for the Advancement of Science – February 19, 2010</p>
<p><a href="http://chronicle.com/blogPost/Professors-Find-Ways-to-Kee/21430/" onclick="javascript:pageTracker._trackPageview('/outbound/article/chronicle.com');" target="_blank">&#8220;Professors Find Ways to Keep Heads Above &#8216;Exaflood&#8217; of Data&#8221;</a> – Wired Campus – The Chronicle of Higher Education – February 24, 2010</p>
]]></content:encoded>
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		</item>
		<item>
		<title>Mobile traffic to grow 39x by 2014</title>
		<link>http://www.bretswanson.com/index.php/2010/02/mobile-traffic-to-grow-39x-by-2014/</link>
		<comments>http://www.bretswanson.com/index.php/2010/02/mobile-traffic-to-grow-39x-by-2014/#comments</comments>
		<pubDate>Wed, 10 Feb 2010 19:08:55 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Exaflood]]></category>
		<category><![CDATA[Mobile]]></category>
		<category><![CDATA[Video]]></category>
		<category><![CDATA[mobile data]]></category>
		<category><![CDATA[Web video]]></category>

		<guid isPermaLink="false">http://www.bretswanson.com/?p=1519</guid>
		<description><![CDATA[Cisco&#8217;s latest Visual Networking Index, this one focusing mobile data traffic, projects 108% compound growth through 2014.
]]></description>
			<content:encoded><![CDATA[<p>Cisco&#8217;s <a href="http://www.cisco.com/en/US/solutions/collateral/ns341/ns525/ns537/ns705/ns827/white_paper_c11-520862.html" onclick="javascript:pageTracker._trackPageview('/outbound/article/www.cisco.com');" target="_blank">latest</a> Visual Networking Index, this one focusing mobile data traffic, projects 108% compound growth through 2014.</p>
]]></content:encoded>
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		<item>
		<title>Finally . . . another HMI? study!</title>
		<link>http://www.bretswanson.com/index.php/2009/12/finally-another-hmi-study/</link>
		<comments>http://www.bretswanson.com/index.php/2009/12/finally-another-hmi-study/#comments</comments>
		<pubDate>Thu, 10 Dec 2009 22:15:25 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Exaflood]]></category>
		<category><![CDATA[How Much Information?]]></category>

		<guid isPermaLink="false">http://www.bretswanson.com/?p=1437</guid>
		<description><![CDATA[I loved pouring through Berkeley&#8217;s 2000 and 2003 studies estimating answers to a very big question –- How Much Information? How much digital information do we create and consume. Always lots of useful &#8212; and trivial &#8212; stuff in those reports. But where has HMI? been these last few years? Finally, UC-San Diego has picked [...]]]></description>
			<content:encoded><![CDATA[<p>I loved pouring through Berkeley&#8217;s 2000 and 2003 studies estimating answers to a very big question –- How Much Information? How much digital information do we create and consume. Always lots of useful &#8212; and trivial &#8212; stuff in those reports. But where has HMI? been these last few years? Finally, UC-San Diego has picked up the torch and run with a new version, <a href="http://hmi.ucsd.edu/pdf/HMI_2009_ConsumerReport_Dec9_2009.pdf" onclick="javascript:pageTracker._trackPageview('/outbound/article/hmi.ucsd.edu');" target="_blank">HMI? 2009</a>.</p>
<p>So, you are asking, HMI? The UCSD team estimates that in 2008 outside of the workplace Americans consumed 3.6 zettabytes of information. That&#8217;s 3.6 x 10^21 bytes, or 3,600 billion billion.</p>
]]></content:encoded>
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		<item>
		<title>Must Watch Web Debate</title>
		<link>http://www.bretswanson.com/index.php/2009/11/must-watch-web-debate/</link>
		<comments>http://www.bretswanson.com/index.php/2009/11/must-watch-web-debate/#comments</comments>
		<pubDate>Thu, 19 Nov 2009 05:08:04 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Exaflood]]></category>
		<category><![CDATA[Net Neutrality]]></category>
		<category><![CDATA[bandwidth]]></category>

		<guid isPermaLink="false">http://www.bretswanson.com/?p=1412</guid>
		<description><![CDATA[If you&#8217;re interested in Net Neutrality regulation and have some time on your hands, watch this good debate at the Web 2.0 conference. The resolution was &#8220;A Network Neutrality law is necessary,&#8221; and the two opposing sides were:

Against

James Assey &#8211; Executive Vice President, National Cable and Telecommunications Association
Robert Quinn -  Senior Vice President-Federal Regulatory, AT&#38;T
Christopher [...]]]></description>
			<content:encoded><![CDATA[<p>If you&#8217;re interested in Net Neutrality regulation and have some time on your hands, watch this good debate at the Web 2.0 conference. The resolution was &#8220;A Network Neutrality law is necessary,&#8221; and the two opposing sides were:</p>
<blockquote>
<h4><strong>Against</strong></h4>
<ul>
<li>James Assey &#8211; Executive Vice President, National Cable and Telecommunications Association</li>
<li>Robert Quinn -  Senior Vice President-Federal Regulatory, AT&amp;T</li>
<li>Christopher Yoo &#8211; Professor of Law and Communication; Director, Center for Technology, Innovation, and Competition, UPenn Law</li>
</ul>
<h4><strong>For</strong></h4>
<ul>
<li>Tim Wu &#8211; Coined<span class="Body"> the term &#8220;Network Neutrality&#8221;; Professor of Law, Columbia Law<br />
</span></li>
<li>Brad Burnham &#8211; VC, Union Square Ventures</li>
<li>Nicholas Economides &#8211; Professor of Economics, Stern School of Business, New York University.</li>
</ul>
</blockquote>
<p>I think the side opposing the resolution wins, hands down &#8212; no contest really &#8212; but see for yourself.</p>
<p><object classid="clsid:d27cdb6e-ae6d-11cf-96b8-444553540000" width="480" height="390" codebase="http://download.macromedia.com/pub/shockwave/cabs/flash/swflash.cab#version=6,0,40,0"><param name="src" value="http://blip.tv/play/AYGv_hsC" /><embed type="application/x-shockwave-flash" width="480" height="390" src="http://blip.tv/play/AYGv_hsC"></embed></object></p>
]]></content:encoded>
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		<item>
		<title>&#8220;HD&#8221;Tube: YouTube moves toward 1080p</title>
		<link>http://www.bretswanson.com/index.php/2009/11/1080ptube/</link>
		<comments>http://www.bretswanson.com/index.php/2009/11/1080ptube/#comments</comments>
		<pubDate>Tue, 17 Nov 2009 20:21:32 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Exaflood]]></category>
		<category><![CDATA[Video]]></category>
		<category><![CDATA[Web]]></category>
		<category><![CDATA[bandwidth]]></category>
		<category><![CDATA[HD]]></category>
		<category><![CDATA[Web video]]></category>
		<category><![CDATA[YouTube]]></category>

		<guid isPermaLink="false">http://www.bretswanson.com/?p=1402</guid>
		<description><![CDATA[YouTube is moving toward a 1080p Hi Def video capability, just as we long-predicted.

This video may be &#8220;1080p,&#8221; but the frame-rate is slow, and the video motion is thus not very smooth. George Ou estimates the bit-rate at 3.7 Mbps, which is not enough for real full-motion HD. But we&#8217;re moving quickly in that direction.
]]></description>
			<content:encoded><![CDATA[<p>YouTube is moving toward a <a href="http://youtube-global.blogspot.com/2009/11/1080p-hd-comes-to-youtube.html" onclick="javascript:pageTracker._trackPageview('/outbound/article/youtube-global.blogspot.com');" target="_blank">1080p Hi Def video</a> capability, just as we <a href="http://www.scribd.com/doc/6483200/Estimating-the-Exaflood-012808-by-Bret-Swanson-George-Gilder" onclick="javascript:pageTracker._trackPageview('/outbound/article/www.scribd.com');">long-predicted</a>.</p>
<p><object classid="clsid:d27cdb6e-ae6d-11cf-96b8-444553540000" width="480" height="295" codebase="http://download.macromedia.com/pub/shockwave/cabs/flash/swflash.cab#version=6,0,40,0"><param name="allowFullScreen" value="true" /><param name="allowscriptaccess" value="always" /><param name="src" value="http://www.youtube.com/v/DUM1284TqFc&amp;hl=en_US&amp;fs=1&amp;hd=1" /><embed type="application/x-shockwave-flash" width="480" height="295" src="http://www.youtube.com/v/DUM1284TqFc&amp;hl=en_US&amp;fs=1&amp;hd=1" allowscriptaccess="always" allowfullscreen="true"></embed></object></p>
<p>This video may be &#8220;1080p,&#8221; but the frame-rate is slow, and the video motion is thus not very smooth. <a href="http://www.digitalsociety.org/2009/11/youtube-will-support-1080p-3-7-mbps-next-week/" onclick="javascript:pageTracker._trackPageview('/outbound/article/www.digitalsociety.org');">George Ou</a> estimates the bit-rate at 3.7 Mbps, which is not enough for real full-motion HD. But we&#8217;re moving quickly in that direction.</p>
]]></content:encoded>
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		</item>
		<item>
		<title>Two-year study finds fast changing Web</title>
		<link>http://www.bretswanson.com/index.php/2009/10/two-year-study-finds-fast-changing-web/</link>
		<comments>http://www.bretswanson.com/index.php/2009/10/two-year-study-finds-fast-changing-web/#comments</comments>
		<pubDate>Wed, 21 Oct 2009 12:46:56 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Exaflood]]></category>
		<category><![CDATA[Video]]></category>
		<category><![CDATA[bandwidth]]></category>
		<category><![CDATA[Internet traffic]]></category>
		<category><![CDATA[Web video]]></category>

		<guid isPermaLink="false">http://www.bretswanson.com/?p=1387</guid>
		<description><![CDATA[See our brief review of Arbor Networks&#8217; new two-year study where they captured and analyzed 264 exabytes of Internet traffic. Highlights:

Internet traffic growing at least 45% annually.
Web video jumped to 52% of all Internet traffic from 42%.
P2P, although still substantial, dropped more than any other application.
Google, between 2007 and 2009, jumped from outside the top-ten [...]]]></description>
			<content:encoded><![CDATA[<p>See our <a href="http://entropyeconomics.com/wp-content/uploads/2009/10/ee-tech-research-arbor-two-year-study-102009e.pdf" onclick="javascript:pageTracker._trackPageview('/outbound/article/entropyeconomics.com');" target="_blank">brief review</a> of Arbor Networks&#8217; new two-year study where they captured and analyzed 264 exabytes of Internet traffic. Highlights:</p>
<ul>
<li>Internet traffic growing at least 45% annually.</li>
<li>Web video jumped to 52% of all Internet traffic from 42%.</li>
<li>P2P, although still substantial, dropped more than any other application.</li>
<li>Google, between 2007 and 2009, jumped from outside the top-ten global ISPs by traffic volume to the number 3 spot.</li>
<li>Comcast jumped from outside the top-ten to number 6.</li>
<li>Content delivery networks (CDNs) are now responsible for around 10% of global Internet traffic.</li>
<li>This fast-changing ecosystem is not amenable to rigid rules imposed from a central authority, as would be the case under &#8220;net neutrality&#8221; regulation.</li>
</ul>
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		</item>
		<item>
		<title>Arbor&#8217;s new Net traffic report: &#8220;This is just the beginning&#8230;&#8221;</title>
		<link>http://www.bretswanson.com/index.php/2009/10/arbors-new-net-report-this-is-just-the-beginning/</link>
		<comments>http://www.bretswanson.com/index.php/2009/10/arbors-new-net-report-this-is-just-the-beginning/#comments</comments>
		<pubDate>Mon, 19 Oct 2009 20:15:41 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Exaflood]]></category>
		<category><![CDATA[Internet traffic]]></category>
		<category><![CDATA[Web video]]></category>

		<guid isPermaLink="false">http://www.bretswanson.com/?p=1372</guid>
		<description><![CDATA[See this comprehensive new Web traffic study from Arbor Networks &#8212; &#8220;the largest study of global Internet traffic since the start of the commercial Internet.&#8221;  
Conclusion 
  Internet is at an inflection point

  Transition from focus on connectivity to content
–  Old global Internet economic models are evolving
–  New entrants are reshaping [...]]]></description>
			<content:encoded><![CDATA[<p>See this comprehensive new Web traffic <a href="http://www.nanog.org/meetings/nanog47/presentations/Monday/Labovitz_ObserveReport_N47_Mon.pdf" onclick="javascript:pageTracker._trackPageview('/outbound/article/www.nanog.org');" target="_blank">study</a> from Arbor Networks &#8212; &#8220;the largest study of global Internet traffic since the start of the commercial Internet.&#8221; <strong> </strong></p>
<blockquote><p><strong>Conclusion </strong></p>
<p><strong><span style="font-weight: normal;"><span></span><span> </span><span> </span><strong>Internet is at an inflection point<br />
</strong></span></strong></p>
<p><strong><span style="font-weight: normal;"><strong><span style="font-weight: normal;"><span></span><span> </span><span> </span><strong>Transition from focus on connectivity to content<br />
<span style="font-weight: normal;"><span>–</span><span> </span><span> </span>Old global Internet economic models are evolving<br />
<span>–</span><span> </span><span> </span>New entrants are reshaping definition / value of connectivity </span></strong></span></strong></span></strong></p>
<p><span></span><span> </span><span> </span><strong>New technologies are reshaping definition of network<br />
<span style="font-weight: normal;"><span>–</span><span> </span><span> </span>“Web” / Desktop Applications, Cloud computing, CDN </span></strong></p>
<p><span></span><span> </span><span> </span><strong>Changes mean significant new commercial, security and engineering challenges </strong></p>
<p><span></span><span> </span><span> </span><strong>This is just the beginning…</strong></p></blockquote>
<p>These conclusions and the data Arbor tracked and reported largely followed our findings, projections, and predictions from two years ago:</p>
<ul>
<li><a href="http://www.discovery.org/scripts/viewDB/filesDB-download.php?command=download&amp;id=1475" onclick="javascript:pageTracker._trackPageview('/outbound/article/www.discovery.org');" target="_blank">&#8220;Estimating the Exaflood – The Impact of Video and Rich Media on the Internet – A &#8216;zettabyte&#8217; by 2015?&#8221;</a></li>
<li><a href="http://online.wsj.com/article/SB120363940010084479.html?mod=opinion_main_commentaries" onclick="javascript:pageTracker._trackPageview('/outbound/article/online.wsj.com');" target="_blank">&#8220;Unleashing the &#8216;Exaflood&#8217;&#8221;</a></li>
<li><a href="http://online.wsj.com/article/SB116925820512582318.html" onclick="javascript:pageTracker._trackPageview('/outbound/article/online.wsj.com');" target="_blank">&#8220;The Coming Exaflood&#8221;</a></li>
</ul>
<p>And an update from this spring:</p>
<ul>
<li><a href="http://entropyeconomics.com/wp-content/uploads/2009/03/ee-tech-research-rapid-net-growth-030509f.pdf" onclick="javascript:pageTracker._trackPageview('/outbound/article/entropyeconomics.com');" target="_blank">&#8220;Rapid Internet Traffic Growth Continues in U.S. and Around Globe&#8221;</a></li>
</ul>
<p>Also see <a href="http://techliberation.com/2008/12/16/bandwidth-storewidth-and-net-neutrality/" onclick="javascript:pageTracker._trackPageview('/outbound/article/techliberation.com');" target="_blank">our analysis</a> from last winter highlighting the evolution of content delivery networks &#8212; what my colleague George Gilder dubbed &#8220;storewidth&#8221; back in 1999 &#8212; and which Arbor now says is the fastest growing source/transmitter of Net traffic.</p>
]]></content:encoded>
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		</item>
		<item>
		<title>Did Cisco just blow $2.9 billion?</title>
		<link>http://www.bretswanson.com/index.php/2009/10/did-cisco-just-blow-29-billion/</link>
		<comments>http://www.bretswanson.com/index.php/2009/10/did-cisco-just-blow-29-billion/#comments</comments>
		<pubDate>Wed, 14 Oct 2009 14:40:11 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Exaflood]]></category>
		<category><![CDATA[Mobile]]></category>
		<category><![CDATA[bandwidth]]></category>
		<category><![CDATA[Cisco]]></category>
		<category><![CDATA[Net Neutrality]]></category>

		<guid isPermaLink="false">http://www.bretswanson.com/?p=1349</guid>
		<description><![CDATA[Cisco better hope wireless &#8220;net neutrality&#8221; does not happen. It just bought a company called Starent that helps wireless carriers manage the mobile exaflood.
See this partial description of Starent&#8217;s top product:

Intelligence at Work 
Key to creating and delivering differentiat ed ser vices—and meeting subscriber demand—is the ST40’s ability to recognize different traffic flows, which allows [...]]]></description>
			<content:encoded><![CDATA[<p>Cisco better hope wireless &#8220;net neutrality&#8221; does not happen. It just bought a company called Starent that helps wireless carriers manage the mobile exaflood.</p>
<p>See this partial description of Starent&#8217;s <a href="http://69.63.152.205/documents/Starent_Networks_ST40_Multimedia_Core_Platform_0509.pdf" onclick="javascript:pageTracker._trackPageview('/outbound/article/69.63.152.205');" target="_blank">top product</a>:</p>
<div>
<blockquote><p>Intelligence<span> </span>at<span> </span>Work<span> </span></p>
<p>Key<span> </span>to<span> </span>creating<span> </span>and<span> </span>delivering<span> </span>differentiat<span> </span>ed<span> </span>ser<span> </span>vices—and<span> </span>meeting<span> </span>subscriber<span> </span>demand—is<span> </span>the<span> </span>ST40’s<span> ability<span> </span>to<span> </span>recognize<span> </span>different<span> </span>traffic<span> </span>flows,<span> </span>which<span> </span>allows<span> </span>it<span> </span>to<span> </span>shape<span> </span>and<span> </span>manage<span> </span>bandwidth,<span> </span>while<span> </span>interacting<span> with<span> </span>applications<span> </span>to<span> </span>a<span> </span>very<span> </span>fine<span> </span>degree.<span> </span>The<span> </span>system<span> </span>does<span> </span>this<span> </span>through<span> </span>its<span> </span>session<span> </span>intelligence<span> </span>that<span> </span>utilizes<span> </span>deep<span> packet<span> </span>inspection<span> </span>(DPI)<span> </span>technology,<span> </span>ser<span> </span>vice<span> </span>steering,<span> </span>and<span> </span>intelligent<span> </span>traffic<span> </span>control<span> </span>to<span> </span>dynamically<span> </span>monitor<span> </span>and<span> control<span> </span>sessions<span> </span>on<span> </span>a<span> </span>per-subscriber/per-flow<span> </span>basis.<span> </span></span></span></span></span></p>
<p>The<span> </span>ST40’s<span> </span>interaction<span> </span>with<span> </span>and<span> </span>understanding<span> </span>of<span> </span>key<span> </span>elements<span> </span>within<span> </span>the<span> </span>multimedia<span> </span>call—devices,<span> applications,<span> </span>transport<span> </span>mechanisms,<span> </span>policies—and<span> </span>assists<span> </span>in<span> </span>the<span> </span>ser<span> </span>vice<span> </span>creation<span> </span>process<span> </span>by:<span> </span></span></p>
<p>•<span> </span>Providing<span> </span>a<span> </span>greater<span> </span>degree<span> </span>of<span> </span>information<span> </span>granularity<span> </span>and<span> </span>flexibility<span> </span>for<span> </span>billing,<span> </span>network<span> </span>planning,<span> and<span> </span>usage<span> </span>trend<span> </span>analysis<span> </span></span></p>
<p><span><span>•<span> </span>Sharing<span> </span>information<span> </span>with<span> </span>external<span> </span>application<span> </span>ser<span> </span>vers<span> </span>that<span> </span>perform<span> </span>value-added<span> </span>processing<span> </span></span></span></p>
<p>•<span> </span>Exploiting<span> </span>user-specific<span> </span>attributes<span> </span>to<span> </span>launch<span> </span>unique<span> </span>applications<span> </span>on<span> </span>a<span> </span>per-subscriber<span> </span>basis<span> </span></p>
<p>•<span> </span>Extending<span> </span>mobility<span> </span>management<span> </span>information<span> </span>to<span> </span>non-mobility<span> </span>aware<span> </span>applications<span> </span></p>
<p>•<span> </span>Enabling<span> </span>policy,<span> </span>charging,<span> </span>and<span> </span>Quality<span> </span>of<span> </span>Ser<span> </span>vice<span> </span>(QoS)<span> </span>features<span> </span></p></blockquote>
<p>Traffic management. QoS. Deep Packet Inspection. Per service billing. Special features and products. Many of these technologies and features could be outlawed or curtailed under net neutrality. And the whole booming wireless arena could suffer.</p></div>
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		<title>Exa-cation: training the next generation for the exaflood</title>
		<link>http://www.bretswanson.com/index.php/2009/10/exa-cation-training-the-next-generation-for-the-exaflood/</link>
		<comments>http://www.bretswanson.com/index.php/2009/10/exa-cation-training-the-next-generation-for-the-exaflood/#comments</comments>
		<pubDate>Mon, 12 Oct 2009 16:10:14 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Exaflood]]></category>

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		<description><![CDATA[Google, IBM, and other big technology companies don&#8217;t think we&#8217;re ready for the exaflood.
It is a rare criticism of elite American university students that they do not think big enough. But that is exactly the complaint from some of the largest technology companies and the federal government.
At the heart of this criticism is data. Researchers [...]]]></description>
			<content:encoded><![CDATA[<p>Google, IBM, and other big technology companies <a href="http://www.nytimes.com/2009/10/12/technology/12data.html?hpw" onclick="javascript:pageTracker._trackPageview('/outbound/article/www.nytimes.com');" target="_blank">don&#8217;t think we&#8217;re ready</a> for the exaflood.</p>
<blockquote><p>It is a rare criticism of elite American university students that they do not think big enough. But that is exactly the complaint from some of the largest technology companies and the federal government.</p>
<p>At the heart of this criticism is data. Researchers and workers in fields as diverse as bio-technology, astronomy and computer science will soon find themselves overwhelmed with information. Better telescopes and genome sequencers are as much to blame for this data glut as are faster computers and bigger hard drives. . . .</p>
<p>Two years ago, I.B.M. and Google set out to change the mindset at universities by giving students broad access to some of the largest computers on the planet. The companies then outfitted the computers with software that Internet companies use to tackle their toughest data analysis jobs.</p>
<p>“It sounds like science fiction, but soon enough, you’ll hand a machine a strand of hair, and a DNA sequence will come out the other side,” said Jimmy Lin, an associate professor at the <a title="More articles about University of Maryland" href="http://topics.nytimes.com/top/reference/timestopics/organizations/u/university_of_maryland/index.html?inline=nyt-org" onclick="javascript:pageTracker._trackPageview('/outbound/article/topics.nytimes.com');">University of Maryland</a>, during a technology conference held here last week.</p>
<p>The big question is whether the person on the other side of that machine will have the wherewithal to do something interesting with an almost limitless supply of genetic information.</p>
<p>At the moment, companies like <a title="More information about International Business Machines Corporation" href="http://topics.nytimes.com/top/news/business/companies/international_business_machines/index.html?inline=nyt-org" onclick="javascript:pageTracker._trackPageview('/outbound/article/topics.nytimes.com');">I.B.M.</a> and Google have their doubts.</p>
<p>For the most part, university students have used rather modest computing systems to support their studies. They are learning to collect and manipulate information on personal computers or what are known as clusters, where computer servers are cabled together to form a larger computer. But even these machines fail to churn through enough data to really challenge and train a young mind meant to ponder the mega-scale problems of tomorrow.</p></blockquote>
<p>Correction: <strong><em>Exa</em></strong>-scale.</p>
<blockquote><p>“If they imprint on these small systems, that becomes their frame of reference and what they’re always thinking about,” said Jim Spohrer, a director at I.B.M.’s Almaden Research Center.</p></blockquote>
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