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		<title>Xia et al 2012a - Revision history</title>
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		<updated>2026-04-16T23:01:56Z</updated>
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		<title>Scipediacontent: Scipediacontent moved page Draft Content 648832552 to Xia et al 2012a</title>
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				<updated>2021-01-28T22:13:42Z</updated>
		
		<summary type="html">&lt;p&gt;Scipediacontent moved page &lt;a href=&quot;/public/Draft_Content_648832552&quot; class=&quot;mw-redirect&quot; title=&quot;Draft Content 648832552&quot;&gt;Draft Content 648832552&lt;/a&gt; to &lt;a href=&quot;/public/Xia_et_al_2012a&quot; title=&quot;Xia et al 2012a&quot;&gt;Xia et al 2012a&lt;/a&gt;&lt;/p&gt;
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				&lt;td colspan='1' style=&quot;background-color: white; color:black; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan='1' style=&quot;background-color: white; color:black; text-align: center;&quot;&gt;Revision as of 22:13, 28 January 2021&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan='2' style='text-align: center;' lang='en'&gt;&lt;div class=&quot;mw-diff-empty&quot;&gt;(No difference)&lt;/div&gt;
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		<author><name>Scipediacontent</name></author>	</entry>

	<entry>
		<id>https://www.scipedia.com/wd/index.php?title=Xia_et_al_2012a&amp;diff=195052&amp;oldid=prev</id>
		<title>Scipediacontent: Created page with &quot; == Abstract ==  Our measurements on production data center traffic together with recently reported results suggest that data center networks suffer from long-lived congestion...&quot;</title>
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				<updated>2021-01-28T22:13:36Z</updated>
		
		<summary type="html">&lt;p&gt;Created page with &amp;quot; == Abstract ==  Our measurements on production data center traffic together with recently reported results suggest that data center networks suffer from long-lived congestion...&amp;quot;&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;&lt;br /&gt;
== Abstract ==&lt;br /&gt;
&lt;br /&gt;
Our measurements on production data center traffic together with recently reported results suggest that data center networks suffer from long-lived congestion caused by core network over subscription and unbalanced workload placement. In contrast to traditional traffic engineering approaches that optimize flow routing, in this paper, we explore the opportunity to address the continuous congestion via optimizing VM placement in virtualized data centers. To this end, we present Virtual Knotter, an efficient online VM placement algorithm to reduce congestion with controllable VM migration traffic as well as low time complexity. Our evaluation with both real and synthetic traffic patterns shows that Virtual Knotter performs close to the baseline algorithm in terms of link unitization, with only 5%-10% migration traffic of the baseline algorithm. Furthermore, Virtual Knotter decreases link congestion time by 53% for the production data center traffic.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Original document ==&lt;br /&gt;
&lt;br /&gt;
The different versions of the original document can be found in:&lt;br /&gt;
&lt;br /&gt;
* [http://www.cs.northwestern.edu/~ychen/Papers/virtualKnotter_ICDCS12.pdf http://www.cs.northwestern.edu/~ychen/Papers/virtualKnotter_ICDCS12.pdf]&lt;br /&gt;
&lt;br /&gt;
* [http://www.cse.ust.hk/~kaichen/papers/virtualknotter-cn14.pdf http://www.cse.ust.hk/~kaichen/papers/virtualknotter-cn14.pdf],&lt;br /&gt;
: [http://nskeylab.xjtu.edu.cn/people/huc/Pub/ICDCS2012_1.pdf http://nskeylab.xjtu.edu.cn/people/huc/Pub/ICDCS2012_1.pdf],&lt;br /&gt;
: [http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.ieee-000006257974 http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.ieee-000006257974],&lt;br /&gt;
: [https://dblp.uni-trier.de/db/conf/icdcs/icdcs2012.html#WenCCLXH12 https://dblp.uni-trier.de/db/conf/icdcs/icdcs2012.html#WenCCLXH12],&lt;br /&gt;
: [https://ieeexplore.ieee.org/document/6257974 https://ieeexplore.ieee.org/document/6257974],&lt;br /&gt;
: [https://www.scholars.northwestern.edu/en/publications/virtual-knotter-online-virtual-machine-shuffling-for-congestion-r https://www.scholars.northwestern.edu/en/publications/virtual-knotter-online-virtual-machine-shuffling-for-congestion-r],&lt;br /&gt;
: [https://doi.org/10.1109/ICDCS.2012.25 https://doi.org/10.1109/ICDCS.2012.25],&lt;br /&gt;
: [https://repository.ust.hk/ir/Record/1783.1-56619 https://repository.ust.hk/ir/Record/1783.1-56619],&lt;br /&gt;
: [https://academic.microsoft.com/#/detail/1534245483 https://academic.microsoft.com/#/detail/1534245483]&lt;br /&gt;
&lt;br /&gt;
* [http://xplorestaging.ieee.org/ielx5/6257102/6257972/06257974.pdf?arnumber=6257974 http://xplorestaging.ieee.org/ielx5/6257102/6257972/06257974.pdf?arnumber=6257974],&lt;br /&gt;
: [http://dx.doi.org/10.1109/icdcs.2012.25 http://dx.doi.org/10.1109/icdcs.2012.25]&lt;br /&gt;
&lt;br /&gt;
* [ ]&lt;/div&gt;</summary>
		<author><name>Scipediacontent</name></author>	</entry>

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