Difference between revisions of "CSE730x Research Seminar"

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* '''Instructors:''' [http://www.cse.wustl.edu/~lu Chenyang Lu] and [http://www.cse.wustl.edu/~roman Gruia-Catalin Roman]
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* '''Instructor:''' [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
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* '''Time: Friday at 2-3:30pm, Location: Bryan 509C'''
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* '''Time: Thursday at 4pm-4:50pm, Location: Jolley 431'''
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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 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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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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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])
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* IPSN ([http://ipsn.acm.org])
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* RTSS ([http://www.rtss.org/])
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* RTAS ([http://www.rtas.org/])
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* ICCPS ([http://www.iccps.org])
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* Wireless Health ([http://mobihealth.name/])
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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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* [http://sensys.acm.org/ SenSys]
 
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* IPSN ([http://portal.acm.org/citation.cfm?id=984626&coll=portal&dl=ACM&CFID=26359144&CFTOKEN=96957034 ACM Archive])
 
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* MobiCom ([http://portal.acm.org/toc.cfm?id=SERIES395&type=series&coll=ACM&dl=ACM&CFID=26358907&CFTOKEN=49744667 ACM archive])
 
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* MobiSys ([http://www.sigmobile.org/mobisys/2006/ 2006], [http://portal.acm.org/toc.cfm?id=SERIES11190&type=series&coll=ACM&dl=ACM&CFID=26358907&CFTOKEN=49744667 ACM archive])
 
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* NSDI ([http://www.usenix.org/events/nsdi07/ USENIX Website])
 
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* [http://sosp.org/ SOSP]
 
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* OSDI ([http://www.informatik.uni-trier.de/%7Eley/db/conf/osdi/ Archive website])
 
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* RTSS ([http://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1000619 IEEE Archive])
 
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* RTAS (IEEE Archive: [http://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1000616 part1] [http://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1000621 part2])
 
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* SIGCOMM ([http://www.sigcomm.org/ Website])
 
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When choosing a paper to present, you may look through the conferences mentioned above, or view the [[List of Potential Papers|list of potential papers]].
 
  
  
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=== August 28, 2009 - Abu Sayeed Saifullah ===
 
  
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''WirelessHART''
 
  
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=== September 4, 2009 - Octav Chipara ===
 
  
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''Reliable Clinical Monitoring.''
 
  
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=== September 11, 2009 - Yong Fu ===
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==Previous Semesters==
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<blockquote>Feedback Thermal Control for Real-time Systems</blockquote>
 
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=== September 18, 2009 - Chengjie Wu ===
 
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<blockquote> Miroslav Pajic and Rahul Mangharam, Anti-Jamming for Embedded Wireless Networks, IPSN 09, Apr. 2009.</blockquote>
 
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Paper: [http://mlab.seas.upenn.edu/node/109]
 
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=== September 25, 2009 - Weijun (Vincent) Guo ===
 
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Paper:
 
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<blockquote>Chen, Y., Gnawali, O., Kazandjieva, M., Levis, P., and Regehr, J. 2009. Surviving sensor network software faults. In Proceedings of the ACM SIGOPS 22nd Symposium on Operating Systems Principles (Big Sky, Montana, USA, October 11 - 14, 2009). SOSP '09. ACM, New York, NY, 235-246. DOI= http://doi.acm.org/10.1145/1629575.1629598
 
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</blockquote>
 
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Abstract:
 
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<blockquote>
 
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We describe Neutron, a version of the TinyOS operating system that efficiently recovers from memory safety bugs. Where existing schemes reboot an entire node on an error, Neutron's compiler and runtime extensions divide programs into recovery units and reboot only the faulting unit. The TinyOS kernel itself is a recovery unit: a kernel safety violation appears to applications as the processor being unavailable for 10-20 milliseconds.
 
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<br />
 
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<br />
 
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Neutron further minimizes safety violation cost by supporting "precious" state that persists across reboots. Application data, time synchronization state, and routing tables can all be declared as precious. Neutron's reboot sequence conservatively checks that precious state is not the source of a fault before preserving it. Together, recovery units and precious state allow Neutron to reduce a safety violation's cost to time synchronization by 94% and to a routing protocol by 99.5%. Neutron also protects applications from losing data. Neutron provides this recovery on the very limited resources of a tiny, low-power microcontroller.
 
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</blockquote>
 
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Paper: [http://www.sigops.org/sosp/sosp09/papers/chen-sosp09.pdf Paper], [http://www.cse.wustl.edu/wsn/images/3/3b/Surviving_Sensor_Network_Software_Faults.pptx My slides]
 
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=== October 2, 2009 - Sisu Xi ===
 
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=== October 9, 2009 - N/A ===
 
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''Canceled due to RTAS deadline.''
 
  
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=== October 16, 2009 - N/A ===
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* [[Seminar Fall 2019|Fall 2019]]
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* [[Seminar Summer 2019|Summer 2019]]
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''Fall Break''
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* [[Seminar Spring 2019|Spring 2019]]
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* [[Seminar Fall 2018|Fall 2018]]
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=== October 23, 2009 - Louis Thomas ===
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* [[Seminar Summer 2018|Summer 2018]]
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* The Hitchhiker's Guide to Successful Wireless Sensor Network Deployments" by Barrenetxea et al.
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* [[Seminar Spring 2018|Spring 2018]]
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** Link: http://www.csce.uark.edu/~nilanb/teaching/papers/Barrenetxea.pdf
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* [[Seminar Fall 2017|Fall 2017]]
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* [[Seminar Summer 2017|Summer 2017]]
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=== October 30, 2009 - N/A ===
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* [[Seminar Spring 2017|Spring 2017]]
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''Canceled due to IPSN deadline''
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* [[Seminar Fall 2016|Fall 2016]]
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* [[Seminar Summer 2016|Summer 2016]]
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=== November 6, 2009 - Mo Sha ===
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* [[Seminar Spring 2016|Spring 2016]]
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* [[Seminar Fall 2015|Fall 2015]]
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=== November 13, 2009 - Yong Fu ===
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* [[Seminar Summer 2015|Summer 2015]]
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* [[Seminar Spring 2015|Spring 2015]]
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=== November 20, 2009 - Greg Hackmann ===
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* [[Seminar Fall 2014|Fall 2014]]
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* [[Seminar Summer 2014|Summer 2014]]
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<blockquote>RACNet: A High-Fidelity Data Center Sensing Network.  Chieh-Jan Mike Liang, Jie Liu, Liqian Luo, Andreas Terzis, Feng Zhao.  SenSys 2009.
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* [[Seminar Spring 2014|Spring 2014]]
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</blockquote>
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* [[Seminar Fall 2013|Fall 2013]]
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* [[Seminar Summer 2013|Summer 2013]]
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Links: [http://www.cs.jhu.edu/~cliang4/public/doc/2009_SenSys_RACNet.pdf Paper], [http://www.cs.jhu.edu/~cliang4/public/doc/2009_SenSys_RACNet_Slides.pdf Slides]
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* [[Seminar Spring 2013|Spring 2013]]
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* [[Seminar Fall 2012|Fall 2012]]
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=== November 27, 2009 - N/A ===
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* [[Seminar Summer 2012|Summer 2012]]
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''Thanksgiving Break''
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* [[Seminar Spring 2012|Spring 2012]]
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* [[Seminar Fall 2011|Fall 2011]]
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=== December 4, 2009 -  Chien-Liang Fok ===
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* [[Seminar Summer 2011|Summer 2011]]
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* [[Seminar Spring 2011|Spring 2011]]
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<blockquote>Ramanathan, N., Schoellhammer, T., Kohler, E., Whitehouse, K., Harmon,
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* [[Seminar Fall 2010|Fall 2010]]
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T., and Estrin, D. 2009. Suelo: human-assisted sensing for exploratory
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* [[Seminar Spring 2010|Spring 2010]]
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soil monitoring studies. In Proceedings of the 7th ACM Conference on
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* [[Seminar Fall 2009|Fall 2009]]
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Embedded Networked Sensor Systems (Berkeley, California, November 04 -
 
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06, 2009). SenSys '09. ACM, New York, NY, 197-210. DOI=
 
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http://doi.acm.org/10.1145/1644038.1644058</blockquote>
 
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=== December 11, 2009 - Abu Sayeed Saifullah ===
 
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=== December 18, 2009 - N/A ===
 
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''Winter Break''
 
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==Previous Semesters==
 
 
* [[Seminar Summer 2009|Summer 2009]]
 
* [[Seminar Summer 2009|Summer 2009]]
 
* [[Seminar Spring 2009|Spring 2009]]
 
* [[Seminar Spring 2009|Spring 2009]]
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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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