Difference between revisions of "CSE730x Research Seminar"

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* '''Instructor:''' [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
 
* '''Instructor:''' [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
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* '''Time: Thursday at 3pm-4:00pm, Location: Bryan 509C'''
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* '''Time: Thursday at 4pm-4:50pm, Location: Jolley 431'''
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* '''Google group:''' [http://groups.google.com/group/wu-systems-seminar google group]
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* '''Google group:''' [https://groups.google.com/forum/#!forum/wustlmlseminar group for machine learning seminar]
  
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This seminar examines machine learning by studying seminal papers and recent research results. Each semester, the seminar emphasizes different themes reflecting the current research interests of the participants. The theme of this semester's seminar is '''Machine Learning for Health'''. We will read and discuss papers from recent major conferences on machine learning, data mining, and AI related to healthcare.  These conferences include:
  
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This seminar examines fundamental and emerging concepts in concurrency and distribution by studying seminal papers and recent research results.  Broad topics of interest include models of concurrency, mobile computing, parallel architectures, sensor networks, distributed algorithms, and specialized protocols. Each semester, the seminar emphasizes different themes reflecting the current research interests of the participants.
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* SenSys ([http://sensys.acm.org])
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* IPSN ([http://ipsn.acm.org])
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The theme of this semester's seminar is Wireless Sensor Networks. We will read and discuss papers from recent major conferences on mobile, wireless, and sensor networks and systems.  These conferences include:
 
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* SenSys ([http://sensys.acm.org/2012/])
 
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* IPSN ([http://ipsn.acm.org/2012/])
 
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* Sigcomm ([http://conferences.sigcomm.org/sigcomm/2012/])
 
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* MobiCom ([http://www.sigmobile.org/mobicom/2012/])
 
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* MobiSys ([http://www.sigmobile.org/mobisys/2012/])
 
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* NSDI ([https://www.usenix.org/conference/nsdi12/])
 
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* SOSP ([http://sosp2011.gsd.inesc-id.pt/])
 
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* OSDI ([https://www.usenix.org/conference/osdi12/])
 
 
* RTSS ([http://www.rtss.org/])
 
* RTSS ([http://www.rtss.org/])
 
* RTAS ([http://www.rtas.org/])
 
* RTAS ([http://www.rtas.org/])
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* Wireless Health ([http://www.wirelesshealth2012.org/])
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* ICCPS ([http://www.iccps.org])
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* BodyNets ([http://bodynets.org])
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* Wireless Health ([http://mobihealth.name/])
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* BSN ([http://www.bsn2012.org/])
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* MobiCom ([https://sigmobile.org/mobicom/2019/])
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* MobiSys ([http://www.sigmobile.org/mobisys/2019/])
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* Sigcomm ([http://conferences.sigcomm.org/sigcomm/2019/])
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* NSDI ([https://www.usenix.org/conference/nsdi19])
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* SOSP ([https://www.sigops.org/])
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* OSDI ([https://www.usenix.org/conference/osdi18/])
  
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=== Sep 6, 2012 - Jing Li ===
 
  
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ExSched: An External CPU Scheduler Framework for Real-Time Systems, RTCSA 2012.
 
  
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Mikael Asberg, Thomas Nolte, Shinpei Kato and Ragunathan Rajkumar
 
  
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Links: [http://ertl.jp/~shinpei/papers/rtcsa12.pdf Paper]
 
  
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=== Sep 13, 2012 - Andrew Kutta ===
 
  
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OBSERVE: Occupancy-Based System for Efficient Reduction of HVAC Energy, IPSN 2011.
 
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Varick L. Erickson, Miguel Á. Carreira-Perpiñán and Alberto E.Cerpa
 
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Links: [http://andes.ucmerced.edu/papers/Erickson11a.pdf Paper]
 
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=== Sep 20, 2012 - Chong Li ===
 
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VNET/P: Bridging the Cloud and High Performance Computing Through Fast Overlay Networking, HPDC 2012.
 
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Lei Xia, Zheng Cui, John Lange, Yuan Tang, Peter Dinda, Patrick Bridges
 
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Links: [http://dl.acm.org/citation.cfm?id=2287116&preflayout=tabs  Paper]
 
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=== Sep 27, 2012 - Yong Fu ===
 
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Practice talk on Emsoft paper.
 
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=== Oct 4, 2012 - Chengjie Wu ===
 
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Control-Quality Optimization for Distributed Embedded Systems with Adaptive Fault Tolerance, ECRTS 2012.
 
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Soheil Samii, Unmesh D. Bordoloi, Petru Eles, Zebo Peng, Anton Cervin
 
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Links: [http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6257560  Paper]
 
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===  Oct 11, 2012 - N/A  ===
 
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Canceled due to CPS deadlines.
 
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===  Oct 18, 2012 - Rahav Dor ===
 
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Low Power, Low Delay: Opportunistic Routing meets Duty Cycling
 
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Traditionally, routing in wireless sensor networks consists of two steps: First, the routing protocol selects a next hop, and, second, the MAC protocol waits for the intended desti- nation to wake up and receive the data. This design makes it difficult to adapt to link dynamics and introduces delays while waiting for the next hop to wake up.
 
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In this paper we introduce ORW, a practical opportunis- tic routing scheme for wireless sensor networks. In a duty- cycled setting, packets are addressed to sets of potential re- ceivers and forwarded by the neighbor that wakes up first and successfully receives the packet. This reduces delay and energy consumption by utilizing all neighbors as potential forwarders. Furthermore, this increases resilience to wire- less link dynamics by exploiting spatial diversity. Our re- sults show that ORW reduces radio duty-cycles on average by 50% (up to 90% on individual nodes) and delays by 30% to 90% when compared to the state of the art.
 
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[[http://wsn.cse.wustl.edu/images/9/9d/2012-04-ipsn-landsiedel-opp.pdf Paper]]
 
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=== Oct 25, 2012 - Abusayeed Saifullah ===
 
  
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==Previous Semesters==
  
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=== Nov 1, 2012 - Sisu Xi ===
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* [[Seminar Fall 2019|Fall 2019]]
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* [[Seminar Summer 2019|Summer 2019]]
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* [[Seminar Spring 2019|Spring 2019]]
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=== Nov 8, 2012 - Bo Li ===
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* [[Seminar Fall 2018|Fall 2018]]
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* [[Seminar Summer 2018|Summer 2018]]
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=== Nov 15, 2012 - Mo Sha ===
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* [[Seminar Spring 2018|Spring 2018]]
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* [[Seminar Fall 2017|Fall 2017]]
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=== Nov 22, 2012 - N/A ===
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* [[Seminar Summer 2017|Summer 2017]]
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* [[Seminar Spring 2017|Spring 2017]]
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Canceled due to Thanksgiving.
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* [[Seminar Fall 2016|Fall 2016]]
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* [[Seminar Summer 2016|Summer 2016]]
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==Previous Semesters==
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* [[Seminar Spring 2016|Spring 2016]]
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* [[Seminar Fall 2015|Fall 2015]]
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* [[Seminar Summer 2015|Summer 2015]]
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* [[Seminar Spring 2015|Spring 2015]]
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* [[Seminar Fall 2014|Fall 2014]]
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* [[Seminar Summer 2014|Summer 2014]]
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* [[Seminar Spring 2014|Spring 2014]]
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* [[Seminar Fall 2013|Fall 2013]]
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* [[Seminar Summer 2013|Summer 2013]]
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* [[Seminar Spring 2013|Spring 2013]]
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* [[Seminar Fall 2012|Fall 2012]]
 
* [[Seminar Summer 2012|Summer 2012]]
 
* [[Seminar Summer 2012|Summer 2012]]
 
* [[Seminar Spring 2012|Spring 2012]]
 
* [[Seminar Spring 2012|Spring 2012]]
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* [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998]
 
* [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998]
 
* [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998]
 
* [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998]
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==Previous Lab Meetings==
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* [[Labmeeting Spring 2020|Spring 2020]]
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* [[Labmeeting Fall 2014|Fall 2014]]
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* [[Labmeeting Summer 2014|Summer 2014]]
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* [[Labmeeting Spring 2014|Spring 2014]]

Latest revision as of 21:49, 9 January 2020

This seminar examines machine learning by studying seminal papers and recent research results. Each semester, the seminar emphasizes different themes reflecting the current research interests of the participants. The theme of this semester's seminar is Machine Learning for Health. We will read and discuss papers from recent major conferences on machine learning, data mining, and AI related to healthcare. These conferences include:




Previous Semesters

Previous Lab Meetings

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