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| | + | * '''Instructor:''' [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu] |
| | + | * '''Time: Thursday at 4pm-4:50pm, Location: Jolley 431''' |
| | + | * '''Google group:''' [https://groups.google.com/forum/#!forum/wustlmlseminar group for machine learning seminar] |
| | | | |
| − | 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. | + | 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: |
| | | | |
| − | 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]) |
| | + | * IPSN ([http://ipsn.acm.org]) |
| | + | * RTSS ([http://www.rtss.org/]) |
| | + | * RTAS ([http://www.rtas.org/]) |
| | + | * ICCPS ([http://www.iccps.org]) |
| | + | * Wireless Health ([http://mobihealth.name/]) |
| | + | * MobiCom ([https://sigmobile.org/mobicom/2019/]) |
| | + | * MobiSys ([http://www.sigmobile.org/mobisys/2019/]) |
| | + | * Sigcomm ([http://conferences.sigcomm.org/sigcomm/2019/]) |
| | + | * NSDI ([https://www.usenix.org/conference/nsdi19]) |
| | + | * SOSP ([https://www.sigops.org/]) |
| | + | * OSDI ([https://www.usenix.org/conference/osdi18/]) |
| | | | |
| − | * INFOCOM (IEEE Archive: [http://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1000359 part1] [http://ieeexplore.ieee.org/xpl/RecentCon.jsp?punumber=9990 part2])
| |
| − | * IPSN ([http://portal.acm.org/citation.cfm?id=984626&coll=portal&dl=ACM&CFID=26359144&CFTOKEN=96957034 ACM Archive])
| |
| − | * MobiCom ([http://portal.acm.org/toc.cfm?id=SERIES395&type=series&coll=ACM&dl=ACM&CFID=26358907&CFTOKEN=49744667 ACM archive])
| |
| − | * MobiHoc ([http://portal.acm.org/toc.cfm?id=SERIES11191&type=series&coll=ACM&dl=ACM&CFID=26358907&CFTOKEN=49744667 ACM archive])
| |
| − | * 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])
| |
| − | * NSDI ([http://www.usenix.org/events/nsdi07/ USENIX Website])
| |
| − | * OSDI ([http://www.informatik.uni-trier.de/%7Eley/db/conf/osdi/ Archive website])
| |
| − | * RTAS (IEEE Archive: [http://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1000616 part1] [http://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1000621 part2])
| |
| − | * RTSS ([http://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1000619 IEEE Archive])
| |
| − | * [http://sensys.acm.org/ SenSys]
| |
| − | * [http://sosp.org/ SOSP]
| |
| | | | |
| − | == Presentation Schedule for Fall 2007 ==
| |
| | | | |
| − | === August 31, 2007 - Sangeeta Bhattacharya ===
| |
| | | | |
| − | <pre>
| |
| − | Utility-based Adaptive Resource Management for Multi-Application Sensing Platforms
| |
| − | Bhattacharya S, Lu, C., Roman, G.-C.
| |
| − | Work in Progress。
| |
| − | </pre>
| |
| | | | |
| − | === September 7, 2007 - Octav Chipara ===
| |
| − | <pre>
| |
| − | Real-time Query Scheduling for Wireless Sensor Networks
| |
| − | O. Chipara, C. Lu, G-C. Roman
| |
| − | RTSS'07: Proceedings of the 28th IEEE Real-Time Systems Symposium
| |
| − | </pre>
| |
| | | | |
| − | Links: [http://cse.seas.wustl.edu/Research/FileDownload.asp?713 Paper]
| |
| − |
| |
| − | === September 14, 2007 - Fei Sun ===
| |
| − |
| |
| − | <pre>
| |
| − | An Active Sensing Platform for Wireless Structural Health Monitoring (Slides)
| |
| − | Daniele Musiani, Kaisen Lin, Tajana Rosing (UCSD)
| |
| − | IPSN/SPOTS 2007
| |
| − | </pre>
| |
| − |
| |
| − | Links: [http://portal.acm.org/citation.cfm?doid=1236360.1236409 Paper], [http://cec.wustl.edu/%7Ecse730/slides/ActiveSensing.ppt Slides]
| |
| − |
| |
| − | === September 21, 2007 - Sangeeta Bhattacharya ===
| |
| − |
| |
| − | <pre>
| |
| − | Meeting Lifetime Goals with Energy Levels
| |
| − | Andreas Lachenmann (U Stuttgart), Pedro José Marrón (U Bonn), Daniel Minder, Kurt Rothermel (U. Stuttgart)
| |
| − | Sensys 2007.
| |
| − | </pre>
| |
| − |
| |
| − | Links: [http://www.ipvs.uni-stuttgart.de/abteilungen/vs/forschung/projekte/tinycubus/publications/pubs/sensys2007.pdf Paper], Slides
| |
| − |
| |
| − | === September 28, 2007 - Nuzhet Atay ===
| |
| − |
| |
| − |
| |
| − | <pre>
| |
| − | Mobile Wireless Sensor Network Connectivity Repair with K-Redundancy (Slides)
| |
| − | Nuzhet Atay and Burchan Bayazit
| |
| − | Under Review
| |
| − | </pre>
| |
| − |
| |
| − | Links: [http://www.cse.wustl.edu/%7Ebayazit/icra08-sn Paper]
| |
| − |
| |
| − | === October 5, 2007 - Yingming Chen ===
| |
| − |
| |
| − | <pre>
| |
| − | Thermal Faults Modeling using a RC model with an Application to Web Farms (Slides)
| |
| − | Alexandre P. Ferreira, Daniel Mosse, Jae C. Oh
| |
| − | ECRTS 2007
| |
| − | </pre>
| |
| − |
| |
| − | Links: [http://www.cs.pitt.edu/%7Eapf75/pdf/ecrts-2007.pdf Slides], [http://www.artist-embedded.org/artist/ECRTS-2007.html Conference website]
| |
| − |
| |
| − | === October 12, 2007 - Yong Fu ===
| |
| − |
| |
| − | <pre>
| |
| − | Control-Theoretic Techniques and Thermal-RC Modeling for Accurate and Localized Dynamic Thermal Management. (Slides)
| |
| − | K. Skadron, T. Abdelzaher, and M. Stan., In Proceedings of the Eighth
| |
| − | International Symposium on High-Performance Computer Architecture, pp. 17-28, Feb. 2002.
| |
| − | </pre>
| |
| − |
| |
| − | Links: [http://cec.wustl.edu/%7Ecse730/slides/thermal_ct_hpca02.pdf Paper], [http://cec.wustl.edu/%7Ecse730/slides/hpca8_thermal_dist.pdf Slides]
| |
| − |
| |
| − | === October 26, 2007 - Fei Sun ===
| |
| − |
| |
| − | <pre>
| |
| − | Fidelity and Yield in a Volcano Monitoring Sensor Network (Slides)
| |
| − | Geoff Werner-Allen and Konrad Lorincz, Harvard University;
| |
| − | Jeff Johnson, University of New Hampshire; Jonathan Lees, University of North Carolina; Matt Welsh, Harvard University
| |
| − | OSDI 2006
| |
| − | </pre>
| |
| − |
| |
| − | Links: [http://www.eecs.harvard.edu/%7Ewerner/papers/vault/13-Sep-2006-OSDI/index.html Paper], [http://www.google.com/url?sa=t&ct=res&cd=3&url=http%3A%2F%2Fwww.eecs.harvard.edu%2F%7Ewerner%2Fpapers%2Fvault%2F08-Nov-2006-OSDITalk.pdf&ei=a0khR7_MMKCgiAG4jIHsDQ&usg=AFQjCNEeDfZm2TztUB2XzXdTG9Qd6wOdOg&sig2=RrSSg85H7a-Nq6nh-3KwIQ Slides]
| |
| − |
| |
| − | === November 9, 2007 - Chien-Liang Fok ===
| |
| − |
| |
| − | <pre>
| |
| − | The BikeNet Mobile Sensing System for Cyclist Experience Mapping (Slides)
| |
| − | Shane B. Eisenman, Emiliano Miluzzo, Nicholas D. Lane, Ronald A.
| |
| − | Peterson, Gahng-Seop Ahn, and Andrew T. Campbell (Dartmouth and Columbia U.)
| |
| − | Sensys 2007, Sydney Australia, November 6 - 9th 2007.
| |
| − | </pre>
| |
| − |
| |
| − | Links: [http://www.cs.dartmouth.edu/%7Esensorlab/pubs/BikeNet-SenSys07.pdf Paper], [http://www.cs.dartmouth.edu/%7Esensorlab/pubs/BikeNet_sensys07.ppt Slides]
| |
| − |
| |
| − | === November 16, 2007 - Gregory Hackmann ===
| |
| − |
| |
| − | <pre>
| |
| − | Tracking Mobile Nodes Using RF Doppler Shifts
| |
| − | Kusy B., Ledeczi A., and Koutsoukos X.
| |
| − | SenSys 2007.
| |
| − | </pre>
| |
| − |
| |
| − | Links: [http://www.stanford.edu/%7Ekusy/pubs/dTrack.pdf Paper], [http://www.stanford.edu/%7Ekusy/pubs/sensys07.ppt Slides]
| |
| | | | |
| | ==Previous Semesters== | | ==Previous Semesters== |
| | | | |
| | + | * [[Seminar Fall 2019|Fall 2019]] |
| | + | * [[Seminar Summer 2019|Summer 2019]] |
| | + | * [[Seminar Spring 2019|Spring 2019]] |
| | + | * [[Seminar Fall 2018|Fall 2018]] |
| | + | * [[Seminar Summer 2018|Summer 2018]] |
| | + | * [[Seminar Spring 2018|Spring 2018]] |
| | + | * [[Seminar Fall 2017|Fall 2017]] |
| | + | * [[Seminar Summer 2017|Summer 2017]] |
| | + | * [[Seminar Spring 2017|Spring 2017]] |
| | + | * [[Seminar Fall 2016|Fall 2016]] |
| | + | * [[Seminar Summer 2016|Summer 2016]] |
| | + | * [[Seminar Spring 2016|Spring 2016]] |
| | + | * [[Seminar Fall 2015|Fall 2015]] |
| | + | * [[Seminar Summer 2015|Summer 2015]] |
| | + | * [[Seminar Spring 2015|Spring 2015]] |
| | + | * [[Seminar Fall 2014|Fall 2014]] |
| | + | * [[Seminar Summer 2014|Summer 2014]] |
| | + | * [[Seminar Spring 2014|Spring 2014]] |
| | + | * [[Seminar Fall 2013|Fall 2013]] |
| | + | * [[Seminar Summer 2013|Summer 2013]] |
| | + | * [[Seminar Spring 2013|Spring 2013]] |
| | + | * [[Seminar Fall 2012|Fall 2012]] |
| | + | * [[Seminar Summer 2012|Summer 2012]] |
| | + | * [[Seminar Spring 2012|Spring 2012]] |
| | + | * [[Seminar Fall 2011|Fall 2011]] |
| | + | * [[Seminar Summer 2011|Summer 2011]] |
| | + | * [[Seminar Spring 2011|Spring 2011]] |
| | + | * [[Seminar Fall 2010|Fall 2010]] |
| | + | * [[Seminar Spring 2010|Spring 2010]] |
| | + | * [[Seminar Fall 2009|Fall 2009]] |
| | + | * [[Seminar Summer 2009|Summer 2009]] |
| | + | * [[Seminar Spring 2009|Spring 2009]] |
| | + | * [[Seminar Fall 2008|Fall 2008]] |
| | + | * [[Seminar Summer 2008|Summer 2008]] |
| | + | * [[Seminar Spring 2008|Spring 2008]] |
| | + | * [[Fall 2007]] |
| | * [[Summer 2007]] | | * [[Summer 2007]] |
| | * [[Spring 2007]] | | * [[Spring 2007]] |
| Line 132: |
Line 74: |
| | * [[Fall 2004]] | | * [[Fall 2004]] |
| | * [[Spring 2004]] | | * [[Spring 2004]] |
| | + | * [[Fall 2003]] |
| | + | * [[Spring 2003]] |
| | + | * [[Fall 2002]] |
| | + | * [http://userfs.cec.wustl.edu/~cs673/spring.2002.html Spring 2002] |
| | + | * [http://userfs.cec.wustl.edu/~cs673/fall.2001.html Fall 2001] |
| | + | * [http://userfs.cec.wustl.edu/~cs673/spring.2001.html Spring 2001] |
| | + | * [[Fall 2000]] |
| | + | * [http://userfs.cec.wustl.edu/~cs673/spring.2000.html Spring 2000] |
| | + | * [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998] |
| | + | * [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998] |
| | | | |
| − | | + | ==Previous Lab Meetings== |
| − | | + | * [[Labmeeting Spring 2020|Spring 2020]] |
| − | ==Fall 2006== | + | * [[Labmeeting Fall 2014|Fall 2014]] |
| − | | + | * [[Labmeeting Summer 2014|Summer 2014]] |
| − | === December 8, 2006 - Fei Sun===
| + | * [[Labmeeting Spring 2014|Spring 2014]] |
| − | | |
| − | FireWxNet: A Multi-Tiered Portable Wireless System for Monitoring Weather Conditions in Wildland Fire Environments
| |
| − | Carl Hartung, Richard Han, Carl Seielstad, Saxon Holbrook
| |
| − | MobiSys 2006
| |
| − | | |
| − | === December 1, 2006 - Kevin Klues===
| |
| − | | |
| − | A Modular Network Layer for ُSensornets
| |
| − | C. T. Ee, R. Fonseca, S. Kim, D. Moon, and A. Tavakoli
| |
| − | OSDI 2006
| |
| − | | |
| − | === November 17, 2006 - Sangeeta Bhattacharya===
| |
| − | | |
| − | MELETE: Supporting Concurrent Applications in Wireless Sensor Networks
| |
| − | Yang Yu, Loren Rittle (Motorola Labs), Jason LeBrun (UCD), Vartika Bhandari
| |
| − | Sensys 2006
| |
| − | | |
| − | === November 10, 2006 - Octav Chipara===
| |
| − | | |
| − | | |
| − | === October 27, 2006 - Chien-Liang Fok===
| |
| − | | |
| − | Protothreads: simplifying event-driven programming of memory-constrained embedded systems (Slides)
| |
| − | Adam Dunkels, Oliver Schmidt, Thiemo Voigt, Muneeb Ali
| |
| − | SenSys 2006
| |
| − | | |
| − | === October 13, 2006 - Kevin Klues===
| |
| − | | |
| − | The Low Power Energy Aware Processing (LEAP) Embedded Networked Sensor System
| |
| − | Dustin McIntire, Kei Ho, Bernie Yip, Amarjeet Singh, Winston Wu, and William J. Kaiser (UCLA)
| |
| − | IPSN SPOTS 2006
| |
| − | | |
| − | === September 22, 2006 - Chien-Liang Fok===
| |
| − | | |
| − | ==Spring 2006==
| |
| − | | |
| − | === April 28, 2006 - Kevin Klues===
| |
| − | | |
| − | An Ultra Low Power System Architecture for Sensor Network Applications
| |
| − | Mark Hempstead, Nikhil Tripathi, Patrick Mauro, Gu-Yeon Wei, David Brooks (Harvard)
| |
| − | ISCA 2005
| |
| − | | |
| − | === March 24, 2006 - Yingming Chen===
| |
| − | | |
| − | Analysis of a Reservation-Based Feedback Scheduler
| |
| − | L. Abeni, L. Palopoli, G. Lipari, and J. Walpole
| |
| − | RTSS 2002
| |
| − | | |
| − | Adaptive Reservations in a Linux Environment
| |
| − | L. Abeni, T. Cucinotta, G. Lipari, L. Marzario, and L. Palopoli
| |
| − | RTAS 2004
| |
| − | | |
| − | === January 27, 2006 - Chien-Liang Fok ===
| |
| − | | |
| − | Liang presented 3 papers all related to Semantic Streams, work done at MSR.
| |
| − | | |
| − | o Semantic Streams: a Framework for Declarative Queries and Automatic Data Interpretation
| |
| − | Kamin Whitehouse, Feng Zhao, and Jie Liu
| |
| − | Technical Report MSR-TR-2005-45, Microsoft Research, April 2005.
| |
| − | o Towards Semantic Services for Sensor-Rich Information Systems
| |
| − | Jie Liu and Feng Zhao
| |
| − | Basenets 2005
| |
| − | o Semantics-Based Optimization Across Uncoordinated Tasks in Networked Embedded Systems
| |
| − | Jie Liu, Elaine Cheong, and Feng Zhao
| |
| − | EMSOFT 2005
| |
| − | | |
| − | == Fall 2005 ==
| |
| − | | |
| − | ==Spring 2005==
| |
| − | | |
| − | ==Fall 2004==
| |
| − | | |
| − | ==Spring 2004==
| |
| − | | |
| − | === March 4, 2004 - Chien-Liang Fok ===
| |
| − | | |
| − | <pre>
| |
| − | Combs, Needles, and Haystacks: Balancing Push and Pull for Information Discovery in WSNs
| |
| − | Xin Liu, Qingfeng Huang, Ying Zhang
| |
| − | SenSys 2004
| |
| − | </pre>
| |
| − | | |
| − | Links: [http://portal.acm.org/citation.cfm?id=1031510&dl=ACM&coll=&CFID=15151515&CFTOKEN=6184618 Paper]
| |
