Difference between revisions of "CSE730x Research Seminar"

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:

SenSys ([1])
IPSN ([2])
RTSS ([3])
RTAS ([4])
ICCPS ([5])
Wireless Health ([6])
MobiCom ([7])
MobiSys ([8])
Sigcomm ([9])
NSDI ([10])
SOSP ([11])
OSDI ([12])

@@ Line 4: / Line 4: @@
 * '''Instructor:''' [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
-* '''Time: Thursday at 10am-12pm, Location: Bryan 509C'''
+* '''Time: Thursday at 4pm-4:50pm, Location: Jolley 431'''
-* '''Google group:''' [http://groups.google.com/group/wu-systems-seminar google group]
+* '''Google group:''' [https://groups.google.com/forum/#!forum/wustlmlseminar group for machine learning seminar]
+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:
-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.
-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])
@@ Line 17: / Line 14: @@
 * RTAS ([http://www.rtas.org/])
 * ICCPS ([http://www.iccps.org])
-* Wireless Health ([http://www.wirelesshealth2013.org/])
+* Wireless Health ([http://mobihealth.name/])
-* MobiCom ([http://www.sigmobile.org/mobicom/2013/])
+* MobiCom ([https://sigmobile.org/mobicom/2019/])
-* MobiSys ([http://www.sigmobile.org/mobisys/2013/])
+* MobiSys ([http://www.sigmobile.org/mobisys/2019/])
-* Sigcomm ([http://conferences.sigcomm.org/sigcomm/2013/])
+* Sigcomm ([http://conferences.sigcomm.org/sigcomm/2019/])
-* NSDI ([https://www.usenix.org/conference/nsdi14])
+* NSDI ([https://www.usenix.org/conference/nsdi19])
-* SOSP ([http://http://sigops.org/sosp/sosp13/])
+* SOSP ([https://www.sigops.org/])
-* OSDI ([https://www.usenix.org/conference/osdi14/])
+* OSDI ([https://www.usenix.org/conference/osdi18/])
-=== ---August 20, 2015 ---===
-'''Seminar - Yunkun'''
-Zaharia, Matei, et al. [https://www.usenix.org/system/files/conference/nsdi12/nsdi12-final138.pdf "Resilient distributed datasets: A fault-tolerant abstraction for in-memory cluster computing."] Proceedings of the 9th USENIX conference on Networked Systems Design and Implementation. USENIX Association, 2012.
-'''Lab Meeting -Bo'''
-=== ---August 27, 2015 ---===
-'''Seminar - Chao'''
+==Previous Semesters==
-Kolchinsky, Ilya, Izchak Sharfman, and Assaf Schuster. [http://dl.acm.org/citation.cfm?id=2771832 "Lazy evaluation methods for detecting complex events."] Proceedings of the 9th ACM International Conference on Distributed Event-Based Systems. ACM, 2015.
-'''Lab Meeting -Chong'''
-=== ---September 3, 2015 ---===
-'''Seminar - Dee'''
-TIIM: Technology-Independent Interference Mitigation for Low-power Wireless Networks, IPSN'15 [http://www.vs.inf.ethz.ch/publ/papers/hanwar_IPSN15_TIIM.pdf paper]
-'''Lab Meeting -Jing'''
-=== ---September 10, 2015 ---===
-'''Seminar - Canceled'''
-'''Lab Meeting -Yunkun'''
-=== ---September 17, 2015 ---===
-'''Seminar - Chong'''
-Wormhole: Reliable Pub-Sub to support Geo-replicated Internet Services, Sharma, Yogeshwer, et al. NSDI'15 [https://www.usenix.org/system/files/conference/nsdi15/nsdi15-paper-sharma.pdf Paper]
-'''Lab Meeting -Chao'''
-=== ---September 24, 2015 ---===
-'''Seminar - Jing'''
-Ousterhout, Kay, et al. [http://www.eecs.berkeley.edu/~keo/publications/sosp13-final17.pdf "Sparrow: distributed, low latency scheduling."] Proceedings of the Twenty-Fourth ACM Symposium on Operating Systems Principles. ACM, 2013. (SOSP 13)
-'''Lab Meeting -Dee'''
-=== ---October 1, 2015 ---===
-'''Seminar - Yehan'''
-Bonaci, Tamara, Junjie Yan, Jeffrey Herron, Tadayoshi Kohno, and Howard Jay Chizeck. [https://homes.cs.washington.edu/~yoshi/papers/BRL_ICCPS_2015_final.pdf "Experimental analysis of denial-of-service attacks on teleoperated robotic systems." ]In Proceedings of the ACM/IEEE Sixth International Conference on Cyber-Physical Systems, pp. 11-20. ACM, 2015.
-'''Lab Meeting - Canceled'''
-=== ---October 22, 2015 ---===
-'''Seminar - Haoran'''
-Hyoseung Kim. *. Shige Wang. †. Raj Rajkumar. *. General Motors R&D. vMPCP: A Synchronization Framework for Multi-Core Virtual Machines[http://users.ece.cmu.edu/~hyoseunk/pdf/rtss14-vmpcp.pdf  (paper)]. RTSS 2014.
-'''Lab Meeting -Jing'''
-=== ---October 29, 2015 ---===
+* [[Seminar Fall 2019|Fall 2019]]
+* [[Seminar Summer 2019|Summer 2019]]
-'''Seminar - Yunkun'''
+* [[Seminar Spring 2019|Spring 2019]]
+* [[Seminar Fall 2018|Fall 2018]]
-Heinze, Thomas, et al. "Online parameter optimization for elastic data stream processing." Proceedings of the Sixth ACM Symposium on Cloud Computing. ACM, 2015.
+* [[Seminar Summer 2018|Summer 2018]]
+* [[Seminar Spring 2018|Spring 2018]]
-'''Lab Meeting -Yehan'''
+* [[Seminar Fall 2017|Fall 2017]]
+* [[Seminar Summer 2017|Summer 2017]]
-=== ---November 5, 2015 ---===
+* [[Seminar Spring 2017|Spring 2017]]
+* [[Seminar Fall 2016|Fall 2016]]
-'''Seminar - Dee'''
+* [[Seminar Summer 2016|Summer 2016]]
+* [[Seminar Spring 2016|Spring 2016]]
-Bluetooth Low Energy (BLE)
-'''Lab Meeting -Jing'''
-=== ---November 12, 2015 ---===
-'''Seminar - Chao'''
-[http://cadena.projects.cis.ksu.edu/index.shtml The Cadena Architecture]  In particular, this paper: Jung, Georg, and John Hatcliff. "A type-centric framework for specifying heterogeneous, large-scale, component-oriented, architectures." Proceedings of the 6th international conference on Generative programming and component engineering. ACM, 2007. [http://dl.acm.org/citation.cfm?id=1289979 link]
-'''Lab Meeting -Chong'''
-=== ---November 19, 2015 ---===
-'''Seminar - Haoran'''
-Ye Li, Richard West, Zhuoqun Cheng and Eric Missimer, "Predictable Communication and Migration in the Quest-V Separation Kernel", in Proceedings of the 35th IEEE Real-Time Systems Symposium (RTSS), Rome, Italy, December 2-5, 2014 [http://www.cs.bu.edu/fac/richwest/papers/rtss2014.pdf paper]
-'''Lab Meeting -Yunkun'''
-=== ---December 3, 2015 ---===
-'''Seminar - Jing'''
-Sigrist, Lukas, et al. "Mixed-criticality runtime mechanisms and evaluation on multicores." Real-Time and Embedded Technology and Applications Symposium (RTAS), 2015 IEEE. IEEE, 2015. [http://www.tik.ee.ethz.ch/file/56a4a4b9558b9e000a6c6f71dd6d18cc/paper203.pdf paper]
-'''Lab Meeting -Chao'''
-==Previous Semesters==
 * [[Seminar Fall 2015|Fall 2015]]
 * [[Seminar Summer 2015|Summer 2015]]
@@ Line 174: / Line 86: @@
 ==Previous Lab Meetings==
+* [[Labmeeting Spring 2020|Spring 2020]]
 * [[Labmeeting Fall 2014|Fall 2014]]
 * [[Labmeeting Summer 2014|Summer 2014]]
 * [[Labmeeting Spring 2014|Spring 2014]]

Difference between revisions of "CSE730x Research Seminar"

Latest revision as of 21:49, 9 January 2020

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