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	<title>Technion Computer Engineering Center</title>
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	<link>http://tce.technion.ac.il</link>
	<description>Computing at Scale</description>
	<lastBuildDate>Wed, 16 May 2012 13:53:14 +0000</lastBuildDate>
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		<title>CE Club &#8211; Alex Shraer (Yahoo! Research) &#8211; Wednesday, 16/5/12</title>
		<link>http://tce.technion.ac.il/2012/05/15/ce-club-alex-shraer-yahoo-research-wednesday-16512/</link>
		<comments>http://tce.technion.ac.il/2012/05/15/ce-club-alex-shraer-yahoo-research-wednesday-16512/#comments</comments>
		<pubDate>Tue, 15 May 2012 12:54:46 +0000</pubDate>
		<dc:creator>Linoy Gal</dc:creator>
				<category><![CDATA[Events]]></category>
		<category><![CDATA[Seminars]]></category>

		<guid isPermaLink="false">http://tce.technion.ac.il/?p=1020</guid>
		<description><![CDATA[Alex Shraer Yahoo! Research &#160; Wednesday, 16/5/12, 11:30 CS, Taub 337 &#160; Dynamic Reconfiguration of Primary/Backup Clusters &#160; &#160; Abstract Dynamically changing (reconfiguring) the membership of a replicated distributed system while preserving data consistency and system availability is a challenging problem. In this talk I will discuss this problem in the context of Primary/Backup clusters [...]]]></description>
			<content:encoded><![CDATA[<div dir="ltr"><strong><span style="font-size: 16px">Alex Shraer</span><br />
	<span style="font-size: 14px">Yahoo! Research</span></strong></div>
<div dir="ltr">&nbsp;</div>
<div dir="ltr">Wednesday, <strong>16/5/12</strong>, 11:30</div>
<div dir="ltr">CS, Taub 337<br />
	&nbsp;</div>
<div dir="ltr"><em><strong>Dynamic Reconfiguration of Primary/Backup Clusters</strong></em><br />
	&nbsp;</div>
<div dir="ltr">&nbsp;</div>
<div dir="ltr"><strong>Abstract</strong></div>
<div dir="ltr">Dynamically changing (reconfiguring) the membership of a replicated distributed system while preserving data consistency and system availability is a challenging problem. In this talk I will discuss this problem in the context of Primary/Backup clusters and Apache Zookeeper. Zookeeper is an open source system which enables highly reliable distributed coordination. It is widely used in industry, for example in Yahoo!, Facebook,Twitter, VMWare, Box, Cloudera, Mapr, UBS, Goldman Sachs, Nicira, Netflix and many others. A common use-case of Zookeeper is to dynamically maintain membership and other configuration metadata for its users. Zookeeper itself is a replicated distributed system. Unfortunately, the membership and all other configuration parameters of Zookeeper are static &#8211; they&#039;re loaded during boot and cannot be altered. Operators resort to &#039;&#039;rolling restart&#039;&#039; &#8211; a manually intensive and error-prone method of changing the configuration that has caused data loss and inconsistency in production. Automatic reconfiguration functionality has been requested by operators since 2008. Several previous proposals were found incorrect and rejected. We designed and implemented a new reconfiguration protocol in Zookeeper and are currently integrating it into the codebase. It fully automates configuration changes: the set of Zookeeper servers, their roles, addresses, etc. can be changed dynamically, without service interruption and while maintaining data consistency. By leveraging the properties already provided by Zookeeper our protocol is considerably simpler than state of the art in reconfiguration protocols. Our protocol also encompasses the clients &#8212; clients are rebalanced across servers in the new configuration, while keeping the extent of migration proportional to the change in membership.</div>
<div dir="ltr">This is a joint work with Benjamin Reed (Yahoo!), Dahlia Malkhi (MSR) and Flavio Junqueira (Yahoo!). A paper describing this work will appear in the 2012 Usenix ATC conference and in the 2012 Hadoop Summit. <a href="http://www.cs.technion.ac.il/~shralex/zkreconfig.pdf">http://www.cs.technion.ac.il/~shralex/zkreconfig.pdf</a></div>
<div dir="ltr">&nbsp;</div>
<div dir="ltr"><strong>Bio</strong></div>
<div dir="ltr">Bio: Alexander (Alex) Shraer is a Research Scientist in Yahoo!. His research interests include large-scale and dynamic distributed systems, various aspects of fault-tolerance, secure cloud storage, publish-subscribe systems, etc. Alex received his B.Sc. (2004, summa cum laude) and M.Sc. (2006, cum laude) degrees in Computer Science and PhD in Electrical Engineering (2010) from the Technion, Israel. He is a recipient of the Levi Eshkol 3-year PhD fellowship, awarded by the Israeli Ministry of Science.</div>
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		<item>
		<title>TCE Conference 2012 &#8211; Networking, Cloud and Beyond &#8211; June 6-7, 2012</title>
		<link>http://tce.technion.ac.il/2012/05/01/tce-conference-2012-networking-cloud-and-beyond-june-6-7-2012/</link>
		<comments>http://tce.technion.ac.il/2012/05/01/tce-conference-2012-networking-cloud-and-beyond-june-6-7-2012/#comments</comments>
		<pubDate>Tue, 01 May 2012 06:47:43 +0000</pubDate>
		<dc:creator>Linoy Gal</dc:creator>
				<category><![CDATA[Events]]></category>
		<category><![CDATA[News]]></category>
		<category><![CDATA[Seminars]]></category>

		<guid isPermaLink="false">http://tce.technion.ac.il/?p=938</guid>
		<description><![CDATA[<p style="text-align: center"></p> <p style="text-align: center">&#160;</p> <p></p> ]]></description>
			<content:encoded><![CDATA[<p style="text-align: center"><a href="http://tce.technion.ac.il/tce-conference-2012/" rel="" target="" title=""><img alt="" class="alignleft size-large wp-image-1022" height="652" src="http://tce.technion.ac.il/files/2012/05/Poster_tce_final_print-724x1024.jpg" width="461" /></a></p>
<p style="text-align: center">&nbsp;</p>
<p><a href="http://tce.technion.ac.il/tce-conference-2012/registration/" rel="" target="" title=""><img alt="" class="aligncenter size-full wp-image-943" height="78" src="http://tce.technion.ac.il/files/2012/05/registernow.jpg" style="text-align: center" width="311" /></a></p>
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		<title>SAVE THE DATE &#8211; 1st TCE Summer School on Cyber Security &#8211; September 2-6, 2012</title>
		<link>http://tce.technion.ac.il/2012/04/30/save-the-date-1st-tce-summer-school-on-cyber-security-september-2-6-2012/</link>
		<comments>http://tce.technion.ac.il/2012/04/30/save-the-date-1st-tce-summer-school-on-cyber-security-september-2-6-2012/#comments</comments>
		<pubDate>Mon, 30 Apr 2012 12:03:49 +0000</pubDate>
		<dc:creator>Linoy Gal</dc:creator>
				<category><![CDATA[Events]]></category>
		<category><![CDATA[Seminars]]></category>

		<guid isPermaLink="false">http://tce.technion.ac.il/?p=906</guid>
		<description><![CDATA[<p dir="ltr">SAVE THE DATE </p> 1st TCE Summer School on Cyber Security September 2-6, 2012 &#160; Main Speakers: Hugo Krawczyk (IBM Research) Hovav Shacham (UCSD) &#160; [...]]]></description>
			<content:encoded><![CDATA[<p dir="ltr"><span style="color: #3399ff"><span style="font-size: 18px"><strong>SAVE THE DATE </strong></span></span></p>
<div dir="ltr"><span style="color: #000000"><span style="font-size: 16px"><em><strong>1st TCE Summer School on Cyber Security </strong></em></span></span></div>
<div dir="ltr"><span style="color: #000000"><span style="font-size: 16px"><em><strong>September 2-6, 2012</strong></em></span></span></div>
<div dir="ltr">&nbsp;</div>
<div dir="ltr"><u><span style="font-size: 14px"><strong>Main Speakers:</strong></span></u></div>
<div dir="ltr">Hugo Krawczyk (IBM Research)</div>
<div dir="ltr">Hovav Shacham (UCSD)</div>
<div dir="ltr">&nbsp;</div>
<div dir="ltr"><a href="http://tce.technion.ac.il/files/2012/04/save-the-date-summer-course1.jpg" rel="" target="" title=""><img alt="" class="alignleft size-full wp-image-1008" height="583" src="http://tce.technion.ac.il/files/2012/04/save-the-date-summer-course1.jpg" width="486" /></a></div>
]]></content:encoded>
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		<title>CE Club &#8211; Vijay K. Bhargava (University of British Columbia and President, IEEE Communications Society) &#8211; Wednesday 18/4/12</title>
		<link>http://tce.technion.ac.il/2012/04/03/ce-club-vijay-k-bhargava-university-of-british-columbia-and-president-ieee-communications-society-wednesday-18412/</link>
		<comments>http://tce.technion.ac.il/2012/04/03/ce-club-vijay-k-bhargava-university-of-british-columbia-and-president-ieee-communications-society-wednesday-18412/#comments</comments>
		<pubDate>Tue, 03 Apr 2012 14:58:07 +0000</pubDate>
		<dc:creator>Linoy Gal</dc:creator>
				<category><![CDATA[Events]]></category>
		<category><![CDATA[Seminars]]></category>

		<guid isPermaLink="false">http://tce.technion.ac.il/?p=836</guid>
		<description><![CDATA[Wednesday, 18/4/12, 11:30, CS, Taub 337 &#160; Green Cellular Networks: A Survey, Some Research Issues and Challenges Vijay K. Bhargava University of British Columbia and President, IEEE Communications Society &#160; Abstract In this talk, we present techniques to enable green communications in future generation of wireless systems that will rely on cooperation and cognition to [...]]]></description>
			<content:encoded><![CDATA[<div dir="ltr"><strong>Wednesday, 18/4/12, 11:30, CS, Taub 337 </strong></div>
<div dir="ltr">&nbsp;</div>
<div dir="ltr"><strong><span style="font-size: 16px">Green Cellular Networks: A Survey, Some Research Issues and Challenges</span></strong></div>
<div dir="ltr"><strong><span style="font-size: 14px">Vijay K. Bhargava</span></strong></div>
<div dir="ltr"><strong>University of British Columbia and President, IEEE Communications Society</strong></div>
<div dir="ltr">&nbsp;</div>
<div dir="ltr"><strong>Abstract</strong></div>
<div dir="ltr">In this talk, we present techniques to enable green communications in future generation of wireless systems that will rely on cooperation and cognition to meet increasing demand of high data rate. So far, achieving high data rate has been the primary focus of research in cooperative and CR systems, without much consideration of energy efficiency. However, many of these techniques significantly increase system complexity and energy consumption. Escalating energy costs and environmental concerns have already created an urgent need for more energy-efficient &quot;green&quot; wireless communications. Therefore, we need to design energy-efficient solutions for cooperative and cognitive networks, which will potentially drive the future generation of wireless communication. We focus on several important topics that are crucial towards reducing the energy consumption of the cognitive and cooperative networks. These topics include efficient base station redesign, heterogeneous network deployment, green communications via cognitive radio, cooperative relays to deliver green communications, and energy efficient cognitive cooperative networks.</div>
<div dir="ltr">&nbsp;</div>
<div dir="ltr"><strong>Bio</strong></div>
<div dir="ltr">
<div>Vijay Bhargava, an IEEE Volunteer for three decades, is Professor in the Department of Electrical and Computer Engineering at the University of British Columbia in Vancouver, where he served as Department Head during 2003-2008. Previously he was with the University of Victoria (1984-2003) and Concordia University (1976-84). He received his Ph.D. from Queen&#039;s University in 1974. He is a fellow of the IEEE, the Royal Society of Canada, the Canadian Academy of Engineering and the Engineering Institute of Canada.</div>
<div>&nbsp;</div>
<p>	Vijay has served on the Board of Governors of the IEEE Information Theory Society and the IEEE Communications Society. He has held important positions in these societies and has organized conferences such as ISIT&#039;83, ISIT&#039;95, ICC&#039;99 and VTC 2002 Fall. He played a major role in the creation of the IEEE Transactions on Wireless Communications, and served as its editor-in-chief during 2007, 2008 and 2009. He is a past President of the IEEE Information Theory Society and is currently serving as the President of the IEEE Communications Society.</p></div>
<p dir="ltr">&nbsp;</p>
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		<title>TCE Series &#8211; &#8220;Building reliable distributed and social systems: Some selected anecdotes&#8221; &#8211; Prof. Anwitaman Datta (Nanyang Technological University, Singapore) &#8211; May 14, 16, 20</title>
		<link>http://tce.technion.ac.il/2012/04/02/mini-course-building-reliable-distributed-and-social-systems-some-selected-anecdotes-prof-anwitaman-datta-nanyang-technological-university-singapore/</link>
		<comments>http://tce.technion.ac.il/2012/04/02/mini-course-building-reliable-distributed-and-social-systems-some-selected-anecdotes-prof-anwitaman-datta-nanyang-technological-university-singapore/#comments</comments>
		<pubDate>Mon, 02 Apr 2012 10:53:48 +0000</pubDate>
		<dc:creator>Linoy Gal</dc:creator>
				<category><![CDATA[Events]]></category>
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		<guid isPermaLink="false">http://tce.technion.ac.il/?p=658</guid>
		<description><![CDATA[&#160; TCE Series on &#34;Building reliable distributed and social systems: Some selected anecdotes&#34; Prof. Anwitaman Datta Nanyang Technological University, Singapore &#160;&#160;&#160;&#160;</p> Monday, May 14, 12:30-14:30 (Room 539, Taub Bld.) Self-repairing codes for networked distributed storage systems</p> <p>Global data storage need keeps on increasing, requiring efficient and reliable storage solutions which have to scale several orders [...]]]></description>
			<content:encoded><![CDATA[<div dir="ltr">&nbsp;</div>
<div dir="ltr"><strong><span style="font-size: 16px">TCE Series on &quot;Building reliable distributed and social systems: Some selected anecdotes&quot;</span></strong></div>
<div dir="ltr"><span style="font-size: 14px"><strong>Prof. Anwitaman Datta </strong></span></div>
<div dir="ltr"><strong>Nanyang Technological University, Singapore</strong></div>
<div dir="ltr">&nbsp;&nbsp;&nbsp;&nbsp;</p>
<hr />
<div><span style="font-size: 14px"><strong>Monday, May 14, 12:30-14:30 (Room 539, Taub Bld.)</strong></span></div>
</div>
<div dir="ltr"><strong>Self-repairing codes for networked distributed storage systems</strong></p>
<p>Global data storage need keeps on increasing, requiring efficient and reliable storage solutions which have to scale several orders of magnitude more than a decade back. In this talk, we will discuss a line of works that addresses the problem by designing new codes tailored made to satisfy the requirements of distributed networked storage systems, focusing on storage overhead and repair bandwidth. We will introduce self-repairing codes, a family of codes that aims at reducing the number of live nodes contacted during repair, and present different simulation results, to assess how theoretically good codes perform in more realistic environments.</p>
<p>More details can be found at: <a href="http://sands.sce.ntu.edu.sg/CodingForNetworkedStorage/">http://sands.sce.ntu.edu.sg/CodingForNetworkedStorage/</a></p>
</div>
<div dir="ltr">&nbsp;</div>
<div dir="ltr">
<div dir="ltr"><strong><span style="font-size: 14px"><strong>Wednesday, May 16, 12:30-14:30 (Room <span style="color: #ff0000">401</span>, Taub Bld.)</strong></span></strong></div>
<div dir="ltr">
<div><strong><span style="font-size: 12px">Some ingredients for decentralizing online social networking </span></strong></div>
<p><span style="font-size: 12px">Decentralization of online social networking promises to bring autonomy and privacy to the end users by providing control of their data. However, the path to decentralization is strewn with many challenges. This talk will discuss some of the many challenges and corresponding (early) solutions in realizing&nbsp; decentralized online social networks. </span></p>
<p><span style="font-size: 12px">More details can be found at: <a href="http://sands.sce.ntu.edu.sg/dOSN/">http://sands.sce.ntu.edu.sg/dOSN/</a></span></p>
<p>&nbsp;</p>
</p></div>
<div dir="ltr">
<div dir="ltr"><span style="font-size: 12px"><span style="font-size: 14px"><strong>Sunday, May 20, 12:30-14:30 (Room 539, Taub Bld.)</strong></span></span></div>
<div dir="ltr">
<div><strong><span style="font-size: 12px">Stereotyping based trust models &amp; Team recommendation systems </span></strong></div>
<p><span style="font-size: 12px">This talk will present two (unrelated) pieces of work which both come under the common umbrella of decision support. The first part of the talk will be regarding a new computational trust model (StereoTrust) which imitates the idea of stereotypes in real life. The second part of the talk will be about how we can mine expertise of individuals and the social network of these individuals and combine these information to explore multidisciplinary teams.</span></p>
<p><span style="font-size: 12px">More details can be found at: <a href="http://sands.sce.ntu.edu.sg/Trust/">http://sands.sce.ntu.edu.sg/Trust/</a> &amp; <a href="http://sands.sce.ntu.edu.sg/T-RecS/">http://sands.sce.ntu.edu.sg/T-RecS/</a></span></p>
<div>
<hr /><span style="font-size: 12px">&nbsp;</span></div>
<div><span style="font-size: 12px"><strong>Bio </strong></span></div>
<div><span style="font-size: 12px">Anwitaman Datta did his PhD at EPFL Lausanne before moving to NTU Singapore in 2006, where he is currently an Assistant Professor in the School of Computer Engineering. He is interested in large scale networked distributed information systems and social collaboration networks, self-organization and algorithmic issues of these systems and networks and their scalability, resilience, security and performance. He leads the SANDS (Self-* and Algorithmic aspects of Networked Distributed Systems) group at NTU. He won the best paper awards at IWSOS 2006, ICDCS 2007 and ICDCN 2011, and is one of the recipients of HP Labs Innovation Research Program award 2008.</span></div>
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		<title>Mini-Course &#8211; &#8220;On Algebraic Lattice Codes&#8221; &#8211; Prof. Frédérique Oggier (Nanyang Technological University, Singapore) &#8211; May 14-16, 20-22</title>
		<link>http://tce.technion.ac.il/2012/04/02/mini-course-on-algebraic-lattice-codes-prof-frederique-oggier-nanyang-technological-university-singapore/</link>
		<comments>http://tce.technion.ac.il/2012/04/02/mini-course-on-algebraic-lattice-codes-prof-frederique-oggier-nanyang-technological-university-singapore/#comments</comments>
		<pubDate>Mon, 02 Apr 2012 10:52:43 +0000</pubDate>
		<dc:creator>Linoy Gal</dc:creator>
				<category><![CDATA[Events]]></category>
		<category><![CDATA[Seminars]]></category>

		<guid isPermaLink="false">http://tce.technion.ac.il/?p=656</guid>
		<description><![CDATA[&#160; TCE Mini-Course on Algebraic Lattice Codes Prof. Fr&#233;d&#233;rique Oggier Nanyang Technological University, Singapore &#160; Monday, May 14 &#38; Tuesday, May 15, 10:30-12:30 (Room 539, Taub bld.) Lectures I and II: introduce number fields, lattices, and how lattices can be built from a number field. The coding application is the design of modulation schemes for [...]]]></description>
			<content:encoded><![CDATA[<div style="text-align: left">&nbsp;</div>
<div style="text-align: left"><strong><span style="font-size: 16px">TCE Mini-Course on Algebraic Lattice Codes</span></strong></div>
<div style="text-align: left"><strong><span style="font-size: 14px">Prof. Fr&eacute;d&eacute;rique Oggier</span></strong></div>
<div style="text-align: left"><strong>Nanyang Technological University, Singapore</strong></div>
<div style="text-align: left">&nbsp;</div>
<div dir="ltr" style="text-align: right">
<hr />
<div style="text-align: left"><strong><span style="font-size: 14px">Monday, May 14 &amp; Tuesday, May 15, 10:30-12:30 (Room 539, Taub bld.)</span></strong></div>
<div style="text-align: left"><strong>Lectures I and II:</strong> introduce number fields, lattices, and how lattices can be built from a number field. The coding application is the design of modulation schemes for Rayleigh fading channels.</div>
<div style="text-align: left">&nbsp;</div>
<div style="text-align: left"><strong><span style="font-size: 14px">Wednesday, May 16 (Room <span style="color: #ff0000">401</span>, Taub bld.) &amp; Sunday, May 20, 10:30-12:30 (Room 539, Taub bld.)</span></strong></div>
<div style="text-align: left"><strong>Lectures III and IV:</strong> explain how codes with a lattice structure can be obtained from non-commutative algebras, and particularly division algebras. This type of techniques has been popular to design space-time codes for multiple antenna communication.</div>
<div style="text-align: left">&nbsp;</div>
<div style="text-align: left"><strong><span style="font-size: 14px">Monday, May 21 &amp; Tuesday, May 22, 10:30-12:30 (Room 539, Taub bld.)</span></strong></div>
<div style="text-align: left"><strong>Lectures V and VI:</strong> present the problem of coding for a wiretap channel.&nbsp;A new lattice invariant, related to the theta series of a lattice, is defined, and unimodular lattices are analyzed in that context.</div>
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<div style="text-align: left"><strong><span style="font-size: 14px">About the speaker</span></strong><br />
		F. Oggier received a Ph.D. thesis in Mathematics (2005) from the Swiss Federal Institute of Technology (EPFL), Lausanne. She was a postdoctoral visitor at the California Institute of Technology (CalTech) from 2005 till 2007, and at the Research Center for Information Security (RCIS) in Tokyo, Japan, from 2007 to 2008. She is currently an Assistant Professor at the School of Physical and Mathematical Sciences, Nanyang Technological University (NTU), Singapore. She is a recipient of the Singapore NRF Fellowship. Her main research interests are in applied algebra to coding problems arising in wireless communications, distributed networked storage as well as information theoretic security.</div>
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		<title>TCE Lecture &#8211; Tom Leighton (Akamai Co-founder and Chief Scientist, MIT Prof. of Applied Math) &#8211; Tuesday 27/3/12</title>
		<link>http://tce.technion.ac.il/2012/03/14/tce-lecture-tom-leighton-akamai-co-founder-and-chief-scientist-mit-prof-of-applied-math-tuesday-27312/</link>
		<comments>http://tce.technion.ac.il/2012/03/14/tce-lecture-tom-leighton-akamai-co-founder-and-chief-scientist-mit-prof-of-applied-math-tuesday-27312/#comments</comments>
		<pubDate>Wed, 14 Mar 2012 11:08:54 +0000</pubDate>
		<dc:creator>Linoy Gal</dc:creator>
				<category><![CDATA[Events]]></category>
		<category><![CDATA[Seminars]]></category>

		<guid isPermaLink="false">http://tce.technion.ac.il/?p=652</guid>
		<description><![CDATA[Tuesday, March 27 at 11:00 Butler Auditorium, Mosad Neeman Building Technion, Haifa &#160; Title:&#160; Consistent Hashing, Danny Lewin, and the Creation of Akamai &#160; Speaker: Tom Leighton, MIT Prof of Applied Math, Co-founder and Chief Scientist at Akamai Technologies &#160; Abstract: &#160; In 1996, twelve years after making Aliyah to Israel, Danny Lewin graduated from [...]]]></description>
			<content:encoded><![CDATA[<div style="text-align: left"><strong>Tuesday, March 27 at 11:00</strong></div>
<div style="text-align: left"><strong>Butler Auditorium, Mosad Neeman Building</strong></div>
<div style="text-align: left"><strong>Technion, Haifa</strong></div>
<div style="text-align: left">&nbsp;</div>
<div style="text-align: left"><strong>Title:&nbsp;</strong> Consistent Hashing, Danny Lewin, and the Creation of Akamai</div>
<div style="text-align: left">&nbsp;</div>
<div style="text-align: left"><strong>Speaker:</strong> Tom Leighton, MIT Prof of Applied Math, Co-founder and Chief Scientist at Akamai Technologies</div>
<div style="text-align: left">&nbsp;</div>
<div dir="ltr"><strong>Abstract:</strong></div>
<div style="text-align: left">&nbsp;</div>
<div style="text-align: left">In 1996, twelve years after making Aliyah to Israel, Danny Lewin graduated from the Technion and came to MIT to study algorithms.&nbsp; Over the next few years, he wrote a prize-winning Master&rsquo;s Thesis on Consistent Hashing and co-founded Akamai Technologies, which today accelerates the delivery of over 250,000 web sites, including all of the top media and commerce brands on the Web.&nbsp;</div>
<div style="text-align: left">&nbsp;</div>
<div style="text-align: left">In this talk, we will describe some of Danny&rsquo;s early work on consistent hashing and how such theoretical work on algorithms ultimately led to the creation of an S&amp;P 500 company for accelerating and securing web applications.&nbsp; We will also describe some of the scalability and security challenges that the internet is facing today, and Akamai&rsquo;s vision for addressing those challenges.</div>
<div style="text-align: left">&nbsp;</div>
<div style="text-align: left">Akamai is headquartered in Cambridge, MA, and through its recent acquisition of Cotendo Networks, Akamai now operates a significant and growing R&amp;D center in Tel Aviv.</div>
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		<title>Talk &#8211; Rick Eads, Agilent Technologies &#8211; Monday, 19/3/12</title>
		<link>http://tce.technion.ac.il/2012/03/14/talk-rick-eads-agilent-technologies-monday-19312/</link>
		<comments>http://tce.technion.ac.il/2012/03/14/talk-rick-eads-agilent-technologies-monday-19312/#comments</comments>
		<pubDate>Wed, 14 Mar 2012 11:06:00 +0000</pubDate>
		<dc:creator>Linoy Gal</dc:creator>
				<category><![CDATA[Events]]></category>
		<category><![CDATA[Seminars]]></category>

		<guid isPermaLink="false">http://tce.technion.ac.il/?p=754</guid>
		<description><![CDATA[<p dir="ltr">Monday, 19/03/2012 at 15:30 Room 861 Electrical Eng. Building Technion City</p> <p dir="ltr">Rick Eads Agilent Technologies Member of PCI-SIG board of directors &#160; PCI Express: Technology, Road Map and Design Challenges &#160; PCI Express is an industry standard, and the most prominent interconnection architecture for I/O devices and other boards inside a computer. It [...]]]></description>
			<content:encoded><![CDATA[<p dir="ltr">Monday, 19/03/2012 at 15:30<br />
	Room <span dir="rtl">861</span> Electrical Eng. Building<br />
	Technion City</p>
<p dir="ltr"><span style="font-size: 16px"><strong>Rick Eads</strong></span><br />
	<span style="font-size: 14px">Agilent Technologies<br />
	Member of PCI-SIG board of directors</span><br />
	&nbsp;<br />
	<strong><u>PCI Express: Technology, Road Map and Design Challenges</u></strong><br />
	&nbsp;<br />
	PCI Express is an industry standard, and the most prominent interconnection architecture for I/O devices and other boards inside a computer. It is defined and updated by the PCI-SIG&reg; industry standards body, originally formed in 1992 as the Peripheral Component Interconnect (PCI) special interest group (SIG). Agilent Technologies, a prominent developer and provider of test equipment at all levels yet not a competitor in the computer market, has played a key role in the advancement of PCI Express as a high performance yet extremely reliable interconnection scheme with very good interoperability among different-vendor equipment.<br />
	This talk will provide the following: an overview of PCI Express; PCI Express design and debugging challenges; Agilent tools for PCI Express development (physical layer, signal integrity and protocol validation); PCI Express electrical and protocol testing; and a live demo of testing solutions.</p>
<p>	About the speaker: Rick Eads, a senior program manager for PCI Express tools at Agilent Technologies, serves as Agilent&rsquo;s PCI Express Technology lead. Since 2007, he has served on the board of directors of PCI-SIG.</p>
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		<title>TCE Lecture &#8211; Prof. Theo Ungerer (CS, University of Augsberg, Germany) &#8211; Tuesday 13.3.12</title>
		<link>http://tce.technion.ac.il/2012/03/05/tce-lecture-prof-theo-ungerer-cs-university-of-augsberg-germany-tuesday-13-3-12/</link>
		<comments>http://tce.technion.ac.il/2012/03/05/tce-lecture-prof-theo-ungerer-cs-university-of-augsberg-germany-tuesday-13-3-12/#comments</comments>
		<pubDate>Mon, 05 Mar 2012 10:23:25 +0000</pubDate>
		<dc:creator>Linoy Gal</dc:creator>
				<category><![CDATA[Events]]></category>
		<category><![CDATA[Seminars]]></category>

		<guid isPermaLink="false">http://tce.technion.ac.il/?p=643</guid>
		<description><![CDATA[Obstacles and Chances for Multi-core Deployment in Hard Real-time Systems Prof. Theo Ungerer Department of Computer Science, University of Augsburg, Germany &#160; Tuesday, 13.3.2012 at 14:30 in room 861 Electrical Engineering Building, Technion &#160; Abstract <p>Providing higher performance than state-of-the-art embedded processors can deliver today will increase safety, comfort, number and quality of services, while [...]]]></description>
			<content:encoded><![CDATA[<div style="text-align: left"><strong><span style="font-size: 16px">Obstacles and Chances for Multi-core Deployment in Hard Real-time Systems</span></strong></div>
<div style="text-align: left">
<div dir="rtl"><strong><span style="font-size: 14px"><span dir="ltr">Prof. Theo Ungerer</span></span></strong></div>
<div dir="rtl"><span dir="ltr">Department of Computer Science, </span><span dir="ltr">University of Augsburg, </span><span dir="ltr">Germany</span></div>
</div>
<div style="text-align: left">&nbsp;</div>
<div style="text-align: left">Tuesday, 13.3.2012 at 14:30 in room 861</div>
<div style="text-align: left">Electrical Engineering Building, Technion</div>
<div style="text-align: left">&nbsp;</div>
<div style="text-align: left"><strong>Abstract</strong></div>
<div style="text-align: left">
<p>Providing higher performance than state-of-the-art embedded processors can deliver today will increase safety, comfort, number and quality of services, while also lowering emissions as well as fuel demands for automotive, avionic and automation applications. Engineers who design hard real-time embedded systems in such embedded domains express a need for several times the performance available today while keeping safety as major criterion. A breakthrough in performance is expected by parallelising hard real-time applications and running them on an embedded multi-core processor, which enables combining the requirements for high-performance with time-predictable execution<span dir="rtl">.&nbsp;</span></p>
<p>	The talk will discuss results of the EC FP-7 project MERASA (Multi-Core Execution of Hard Real-Time Applications Supporting Analysability, 2007-2011) and objectives of the parMERASA project (Multi-Core Execution of Parallelised Hard Real-Time Applications Supporting Analysability, 2011-2014). Both projects target timing analysable systems of parallel hard real-time applications running on a scalable multi-core processor. MERASA delivered a fully timing analysable four-core SMT processor as FPGA prototype together with adapted system software and WCET tools, running a parallelised version of a Honeywell International autonomous flying vehicle code as demonstrator. parMERASA shifts its objectives even more towards parallelisation of hard real-time application software. To this end application companies of avionics, automotive, and construction machinery domains cooperate with tool developers and multi-core architects<span dir="rtl">.</span></div>
<p>&nbsp;</p>
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		<title>Matrix Learning: A Tale of Two Norms &#8211; Nati Srebro &#8211; Wednesday 29.2.12</title>
		<link>http://tce.technion.ac.il/2012/02/29/matrix-learning-a-tale-of-two-norms-nati-srebro-wednesday-29-2-12/</link>
		<comments>http://tce.technion.ac.il/2012/02/29/matrix-learning-a-tale-of-two-norms-nati-srebro-wednesday-29-2-12/#comments</comments>
		<pubDate>Wed, 29 Feb 2012 07:11:45 +0000</pubDate>
		<dc:creator>Linoy Gal</dc:creator>
				<category><![CDATA[Events]]></category>
		<category><![CDATA[Seminars]]></category>

		<guid isPermaLink="false">http://tce.technion.ac.il/?p=612</guid>
		<description><![CDATA[Speaker: Nati Srebro Affiliation: Toyota Technological Institute and University of Chicago Date: Wednesday, 29.2.2012, 14:30 Place: Room 337-8 Taub Bld &#160; Abstract: There has been much interest in recent years in various ways of constraining the complexity of matrices based on factorizations into a product of two simpler matrices.&#160; Such measures of matrix complexity can [...]]]></description>
			<content:encoded><![CDATA[<div style="text-align: left"><strong>Speaker:</strong> Nati Srebro</div>
<div style="text-align: left"><strong>Affiliation: </strong>Toyota Technological Institute and University of Chicago</div>
<div style="text-align: left"><strong>Date: </strong>Wednesday, 29.2.2012, 14:30</div>
<div style="text-align: left"><strong>Place: </strong>Room 337-8 Taub Bld</div>
<div style="text-align: left">&nbsp;</div>
<div style="text-align: left">
<div dir="ltr"><strong>Abstract:</strong></div>
<div dir="ltr">There has been much interest in recent years in various ways of constraining<br />
		the complexity of matrices based on factorizations into a product of two<br />
		simpler matrices.&nbsp; Such measures of matrix complexity can then be used as<br />
		regularizers for such tasks as matrix completion, collaborative filtering,<br />
		multi-task learning and multi-class learning. In this talk I will discuss two<br />
		forms of matrix regularization which constrain the norm of the factorization,<br />
		namely the trace-norm (aka nuclear-norm) and the so-called max-norm (aka<br />
		$\gamma_2:\ell_1\rightarrow\ell_\infty$ norm).&nbsp; I will both argue that<br />
		they are independently motivated and often better model data then rank<br />
		constraints, as well as explore their relationships to the rank.&nbsp; In particular,<br />
		I will discuss how simple low-rank matrix completion guarantees can be obtained using these measures, and without various &quot;incoherence&quot; assumptions.&nbsp; I will present both theoretical and empirical arguments for why the max-norm might actually be a better regularizer, as well as a better convex surrogate for the rank.&nbsp;Based on joint work with Rina Foygel, Jason Lee, Ben Recht, Russ Salakhutdinov, Ohad Shamir, Adi Shraibman and Joel Tropp and others.<br />
		&nbsp;</div>
<div dir="ltr"><strong>Short Bio:</strong></div>
<div dir="ltr">&nbsp;Following undergraduate studies in Mathematics and in Computer Science<br />
		at the Technion, Nati Srebro obtained his PhD from MIT in 2004,&nbsp; He<br />
		was a research fellow in the Machine Learning Group at the University<br />
		of Toronto and a visiting scientist at IBM Research Haifa Labs.&nbsp; He is<br />
		currently an Associate Professor at the Toyota Technological Institute<br />
		at Chicago and at the University of Chicago.</div>
</div>
<p>&nbsp;</p>
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