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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: part1 part2)
| |
| − | * IPSN (ACM Archive)
| |
| − | * MobiCom (ACM archive)
| |
| − | * MobiHoc (ACM archive)
| |
| − | * MobiSys (2006, ACM archive)
| |
| − | * NSDI (USENIX Website)
| |
| − | * OSDI (Archive website)
| |
| − | * RTAS (IEEE Archive: part1 part2)
| |
| − | * RTSS (IEEE Archive)
| |
| − | * SenSys
| |
| − | * SOSP (SOSP Archive)
| |
| | | | |
| − | == Presentation Schedule for Fall 2007 ==
| |
| | | | |
| − | === August 31, 2007 - Sangeeta Bhattacharya ===
| |
| | | | |
| − | Utility-based Adaptive Resource Management for Multi-Application Sensing Platforms Bhattacharya S, Lu, C., Roman, G.-C. Work in Progress。
| |
| | | | |
| − | === September 7, 2007 - Octav Chipara ===
| |
| | | | |
| | | | |
| − | Real-time Query Scheduling for Wireless Sensor Networks (Slides)
| + | ==Previous Semesters== |
| − | O. Chipara, C. Lu, G-C. Roman
| |
| − | RTSS'07: Proceedings of the 28th IEEE Real-Time Systems Symposium
| |
| | | | |
| − | === September 14, 2007 - Fei Sun ===
| + | * [[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]] |
| | + | * [[Spring 2007]] |
| | + | * [[Fall 2006]] |
| | + | * [[Spring 2006]] |
| | + | * [[Fall 2005]] |
| | + | * [[Spring 2005]] |
| | + | * [[Fall 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] |
| | | | |
| − | An Active Sensing Platform for Wireless Structural Health Monitoring (Slides)
| + | ==Previous Lab Meetings== |
| − | Daniele Musiani, Kaisen Lin, Tajana Rosing (UCSD)
| + | * [[Labmeeting Spring 2020|Spring 2020]] |
| − | IPSN/SPOTS 2007
| + | * [[Labmeeting Fall 2014|Fall 2014]] |
| − | | + | * [[Labmeeting Summer 2014|Summer 2014]] |
| − | === September 21, 2007 - Sangeeta Bhattacharya ===
| + | * [[Labmeeting Spring 2014|Spring 2014]] |
| − | | |
| − |
| |
| − | | |
| − | Meeting Lifetime Goals with Energy Levels (Slides)
| |
| − | Andreas Lachenmann (U Stuttgart), Pedro José Marrón (U Bonn), Daniel Minder, Kurt Rothermel (U. Stuttgart), Sensys 2007.
| |
| − | | |
| − | | |
| − | === September 28, 2007 - Nuzhet Atay ===
| |
| − | | |
| − | | |
| − | Mobile Wireless Sensor Network Connectivity Repair with K-Redundancy (Slides)
| |
| − | | |
| − | Nuzhet Atay and Burchan Bayazit
| |
| − | | |
| − | Under Review
| |
| − | | |
| − | === October 5, 2007 - Yingming Chen ===
| |
| − | | |
| − | | |
| − | Thermal Faults Modeling using a RC model with an Application to Web Farms (Slides)
| |
| − | Alexandre P. Ferreira, Daniel Mosse, Jae C. Oh
| |
| − | ECRTS 2007
| |
| − |
| |
| − | | |
| − | === October 12, 2007 - Yong Fu ===
| |
| − | | |
| − | 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.
| |
| − | | |
| − | === October 19, 2007 - Canceled due to Fall Break ===
| |
| − | | |
| − | === October 26, 2007 - Fei Sun ===
| |
| − | | |
| − | | |
| − | 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
| |
| − | | |
| − | | |
| − | | |
| − | === November 9, 2007 - Chien-Liang Fok ===
| |
| − | | |
| − | 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.
| |
| − | | |
| − | === November 16, 2007 - Gregory Hackmann ===
| |
| − | | |
| − | Tracking Mobile Nodes Using RF Doppler Shifts (Slides)
| |
| − | Kusy B., Ledeczi A., and Koutsoukos X.
| |
| − | SenSys 2007.
| |
| − | | |
| − | == Summer 2007 ==
| |
| − | === June 15, 2007 - Chien-Liang Fok ===
| |
| − | | |
| − | What is Arch Rock Corporation doing? A discussion on the Arch Rock Primer Pack/IP. (Slides, Movie)
| |
| − | | |
| − | === June 22, 2007 - Greg Hackmann ===
| |
| − | | |
| − | Sdlib: A Sensor Network Data and Communications Library for Rapid and Robust Application Development (Slides)
| |
| − | David Chu, Kaisen Lin, Alexandre Linares, Giang Nguyen, and Joe Hellerstein (UC Berkeley)
| |
| − | IPSN/SPOTS 2006
| |
| − | | |
| − | === July 6, 2007 - Fei Sun ===
| |
| − | | |
| − | Probabilistic Detection of Mobile Targets in Heterogeneous Sensor Networks (Slides)
| |
| − | Loukas Lazos, Radha Poovendran, and James A. Ritcey, (University of Washington)
| |
| − | IPSN 2007
| |
| − | | |
| − | === July 13, 2007 - Sangeeta Bhattacharya ===
| |
| − | | |
| − | Intelligent Light Control Using Sensor Networks (Ask authors for slides)
| |
| − | Vipul Singhvi, Andreas Krause, Carlos Guestrin, James Garrett and H. Scott Matthews
| |
| − | SenSys 2005
| |
| − | | |
| − | === July 20, 2007 - Octav Chipara ===
| |
| − | | |
| − | A Time Division Beacon Scheduling Mechanism for IEEE 802.15.4/Zigbee Cluster-Tree Wireless Sensor Networks
| |
| − | Anis Koubaa, Andre Cunha, Mario Alves
| |
| − | ECRTS '07
| |
| − | | |
| − | === July 27, 2007 - Yingming Chen ===
| |
| − | | |
| − | Multi-dimensional Robustness Optimization in Heterogeneous Distributed Embedded Systems (Ask authors for slides)
| |
| − | Arne Hamann, Razvan Racu, and Rolf Ernst
| |
| − | RTAS 2007
| |
| − | | |
| − | === August 3, 2007 - Chien-Liang Fok ===
| |
| − | | |
| − | Macroprogramming Heterogeneous Sensor Network Systems Using COSMOS (Slides)
| |
| − | Asad Awan, Suresh Jagannathan, and Ananth Grama (Purdue University)
| |
| − | EuroSys 2007
| |
| − | | |
| − | === August 10, 2007 - Yong Fu ===
| |
| − | | |
| − | Balancing Power Consumption in Multiprocessor Systems (Slides)
| |
| − | Andreas Merkel, Frank Bellosa (University of Karlsruhe, Germany)
| |
| − | EuroSys 2006
| |
| − | | |
| − | === August 17, 2007 - Greg Hackmann ===
| |
| − | | |
| − | Practical Data-Centric Storage (Slides)
| |
| − | Cheng Tien Ee, Sylvia Ratnasamy, Scott Shenker (UC Berkeley)
| |
| − | NSDI 2006
| |
| − | | |
| − | === August 24, 2007 - Yuanfang Zhang ===
| |
| − | | |
| − | Soft Real-Time Scheduling on Performance Asymmetric Multicore Platforms (Slides)
| |
| − | J. Calandrino, D. Baumberger, T. Li, S. Hahn, and J. Anderson
| |
| − | RTAS 2007
| |
| − | | |
| − | == Spring 2007 ＝＝
| |
| − | | |
| − | | |
| − | * January 26, 2007 - Octav Chipara
| |
| − | | |
| − | Voice over Sensor Networks.
| |
| − | R. Mangharam, A. Rowe and R. Rajkumar
| |
| − | RTSS 2006
| |
| − | | |
| − | * February 2, 2007 - Fei Sun
| |
| − | | |
| − | Capturing High-Frequency Phenomena Using a Bandwidth-Limited Sensor Network. (Slides)
| |
| − | Ben Greenstein, Christopher Mar, Alex Pesterev, Shahin Farshchi, Eddie Kohler, Jack Judy, Deborah Estrin (UCLA)
| |
| − | SenSys 2006
| |
| − | | |
| − | * February 9, 2007 - Kevin Klues
| |
| − | | |
| − | t-kernel: Providing Reliable OS Support to Wireless Sensor Networks.
| |
| − | L. Gu and J. Stankovic
| |
| − | SenSys 2006 (Best Paper Award)
| |
| − | | |
| − | * February 16, 2007 - Sangeeta Bhattacharya
| |
| − | | |
| − | Sangeeta Presented three papers from the World-Sensor-Web Workshop, co-located with SenSys 2006.
| |
| − | | |
| − | o Challenges in Building a Portal for Sensors World-Wide (Slides 1, Slides 2 )
| |
| − | | |
| − | Suman Nath, Jie Liu, and Feng Zhao
| |
| − | World-Sensor-Web Workshop (WSW), 2006
| |
| − | | |
| − | SenseWeb Home: http://research.microsoft.com/nec/senseweb
| |
| − | | |
| − | SensorMap link: http://atom.research.microsoft.com/sensormap/
| |
| − | | |
| − | o
| |
| − | | |
| − | Participatory Sensing (Slides)
| |
| − | Burke, D. Estrin, M. Hansen, A. Parker, N. Ramanathan, S. Reddy, M. B. Srivastava
| |
| − | World-Sensor-Web Workshop (WSW), 2006
| |
| − | | |
| − | o
| |
| − | | |
| − | MetroSense Project: People-Centric Sensing at Scale (Slides)
| |
| − | Shane B. Eisenman, Nicholas D. Lane, Emiliano Miluzzo, Ronald A. Peterson, Gahng-Seop
| |
| − | Ahn, and Andrew T. Campbell
| |
| − | World-Sensor-Web Workshop (WSW), 2006
| |
| − | | |
| − | * February 23, 2007 - Chien-Liang Fok
| |
| − | | |
| − | Persistent Personal Names for Globally Connected Mobile Devices. (Slides)
| |
| − | Bryan Ford, Jacob Strauss, Chris Lesniewski-Laas, Sean Rhea, Frans Kaashoek, and Robert Morris. (MIT)
| |
| − | OSDI 2006
| |
| − | | |
| − | * March 2, 2007 - Greg Hackmann
| |
| − | | |
| − | | |
| − | Adaptive Transmission Power Control for Wireless Sensor Networks. (Slides)
| |
| − | Shan Lin, Jingbin Zhang, Gang Zhou, Lin Gu, Tian He†, and John A. Stankovic. (University of Virginia, †University of Minnesota)
| |
| − | SenSys 2006
| |
| − | | |
| − | * March 9, 2007 - Fei Sun
| |
| − | | |
| − | Health Monitoring of Civil Infrastructures Using Wireless Sensor Networks. (Tech Report, Slides)
| |
| − | Sukun Kim, Shamim Pakzad, David E. Culler, James Demmel, Gregory Fenves, Steve Glaser and Martin Turon (UCB)
| |
| − | IPSN 2007
| |
| − | | |
| − | * March 23, 2007 - Octav Chipara
| |
| − | | |
| − | Soft Real-Time Chains for Multi-hop Wireless Ad-Hoc Networks
| |
| − | | |
| − | Bach D. Bui, Rodolfo Pellizzoni, Marco Caccamo, Chin F. Cheah, Andrew Tzakis
| |
| − | | |
| − | Proceedings of the IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS),
| |
| − | Bellevue, WA, United States, 2007.
| |
| − | | |
| − | * March 30, 2007 - Kevin Klues
| |
| − | | |
| − | Crankshaft: An Energy Efficient MAC protocol for Dense Wireless Sensor Networks. (Slides)
| |
| − | G.P. Halkes and K.G. Langendoen (Delft University of Technology, Netherlands).
| |
| − | In proceedings for the 4th European Conference on Wireless Sensor Networks (EWSN '07)
| |
| − | | |
| − | * April 6, 2007 - Sangeeta Bhattacharya
| |
| − | | |
| − | | |
| − | Energy-Efficient Task Assignment Framework for Wireless Sensor Networks
| |
| − | Heemin Park, Mani B Srivastava (UCLA)
| |
| − | | |
| − | NESL Technical Report #: TR-UCLA-NESL-200309-03, 2003
| |
| − | | |
| − | | |
| − | * April 13, 2007 - [Canceled due to SenSys deadline]
| |
| − | | |
| − | * April 20, 2007 Chien-Liang Fok
| |
| − | | |
| − | Reliable and Efficient Programming Abstractions for Wireless Sensor Networks (Slides)
| |
| − | Nupur Kothari, Ramakrishna Gummadi, Todd Millstein, Ramesh Govindan
| |
| − | PLDI 2007
| |
| − | | |
| − | * April 27, 2007 - Greg Hackmann
| |
| − | | |
| − | Sdlib: A Sensor Network Data and Communications Library for Rapid and Robust Application Development (Slides)
| |
| − | | |
| − | David Chu, Kaisen Lin, Alexandre Linares, Giang Nguyen, and Joe Hellerstein (UC Berkeley)
| |
| − | IPSN/SPOTS 2006
| |
| − | | |
| − | | |
| − | Fall 2006 | |
| − | | |
| − | * December 8, 2006 - Fei Sun
| |
| − | | |
| − | 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
| |
| − | | |
| − | Combs, Needles, and Haystacks:Balancing Push and Pull for Information Discovery in WSNs
| |
| − | Xin Liu, Qingfeng Huang, Ying Zhang
| |
| − | SenSys 2004
| |
