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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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:
 
  
 
* SenSys ([http://sensys.acm.org])
 
* SenSys ([http://sensys.acm.org])
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* RTAS ([http://www.rtas.org/])
 
* RTAS ([http://www.rtas.org/])
 
* ICCPS ([http://www.iccps.org])
 
* ICCPS ([http://www.iccps.org])
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* Wireless Health ([http://www.wirelesshealth2012.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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* MobiCom ([http://www.sigmobile.org/mobicom/2012/])
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* MobiSys ([http://www.sigmobile.org/mobisys/2019/])
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* MobiSys ([http://www.sigmobile.org/mobisys/2012/])
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* Sigcomm ([http://conferences.sigcomm.org/sigcomm/2019/])
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* Sigcomm ([http://conferences.sigcomm.org/sigcomm/2012/])
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* NSDI ([https://www.usenix.org/conference/nsdi19])
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* NSDI ([https://www.usenix.org/conference/nsdi12/])
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* SOSP ([https://www.sigops.org/])
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* SOSP ([http://sosp2011.gsd.inesc-id.pt/])
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* OSDI ([https://www.usenix.org/conference/osdi18/])
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* OSDI ([https://www.usenix.org/conference/osdi12/])
 
  
  
  
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=== June 27, 2013 - Chengjie Wu and Jing Li===
 
  
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Practice talks.
 
  
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=== July 4, 2013 - N/A ===
 
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Canceled due to Independence Day.
 
  
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=== July 11, 2013 - Bo Li ===
 
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Mehdi Maasoumy, Qi Zhu, Cheng Li, Forrest Meggers and Alberto Sangiovanni-Vincentelli, "Co-design of Control Algorithm and Embedded Platform for HVAC Systems", The 4th ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS 2013), Philadelphia, USA. [http://www.eecs.berkeley.edu/~maasoumy/Research_files/ICCPS13.pdf Paper]
 
  
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=== July 18, 2013 - Lanshun Nie ===
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==Previous Semesters==
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Patricia Derler, Edward A. Lee, Martin Torngren and Stavros Tripakis. "Cyber-Physical System Design Contracts". ICCPS '13: ACM/IEEE 4th International Conference on Cyber-Physical Systems, 10, April, 2013. [http://chess.eecs.berkeley.edu/pubs/959/paper_cameraready_2_7_2013.pdf Paper]
 
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=== August 1, 2013 - Sisu Xi ===
 
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Practice talk for proposal defense.
 
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=== August 8, 2013 - Mo Sha ===
 
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Practice talk for proposal defense.
 
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=== August 15, 2013 - Rahav Dor ===
 
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A talk by Rahav Dor on: '''An Operating System for the Home.'''
 
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Based on a paper by Colin Dixon (IBM Research) Ratul Mahajan Sharad Agarwal A.J. Brush Bongshin Lee Stefan Saroiu Paramvir Bahl.
 
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Abstract:
 
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Network devices for the home such as re- motely controllable locks, lights, thermostats, cameras, and motion sensors are now readily available and inex- pensive. In theory, this enables scenarios like remotely monitoring cameras from a smartphone or customizing climate control based on occupancy patterns. However, in practice today, such smarthome scenarios are limited to expert hobbyists and the rich because of the high over- head of managing and extending current technology.
 
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We present HomeOS, a platform that bridges this gap by presenting users and developers with a PC-like ab- straction for technology in the home. It presents network devices as peripherals with abstract interfaces, enables cross-device tasks via applications written against these interfaces, and gives users a management interface de- signed for the home environment. HomeOS already has tens of applications and supports a wide range of devices. It has been running in 12 real homes for 4–8 months, and 42 students have built new applications and added sup- port for additional devices independent of our efforts.
 
  
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Paper: [[Media:Homeos.pdf]]
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* [[Seminar Fall 2019|Fall 2019]]
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* [[Seminar Summer 2019|Summer 2019]]
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Presentation: [[Media:Homeos-nsdi-slides.pptx ]]
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* [[Seminar Spring 2019|Spring 2019]]
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* [[Seminar Fall 2018|Fall 2018]]
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==Previous Semesters==
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* [[Seminar Summer 2018|Summer 2018]]
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* [[Seminar Spring 2018|Spring 2018]]
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* [[Seminar Fall 2017|Fall 2017]]
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* [[Seminar Summer 2017|Summer 2017]]
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* [[Seminar Spring 2017|Spring 2017]]
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* [[Seminar Fall 2016|Fall 2016]]
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* [[Seminar Summer 2016|Summer 2016]]
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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]]
 
* [[Seminar Spring 2013|Spring 2013]]
 
* [[Seminar Spring 2013|Spring 2013]]
 
* [[Seminar Fall 2012|Fall 2012]]
 
* [[Seminar Fall 2012|Fall 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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