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: Jolley 224'''
+* '''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/])
-=== ---January 4 ---===
-'''Seminar -Dee'''
-Distributed Dynamic Packet Scheduling for Handling Disturbances in Real-Time Wireless Networks, RTAS'17 [http://ieeexplore.ieee.org/document/7939045/ URL]
-'''Lab Meeting -Xi'''
-=== ---January 11 ---===
-'''Seminar -Chao'''
+==Previous Semesters==
-Bhat, A., Samii, S. and Rajkumar, R., 2017, April. Practical Task Allocation for Software Fault-Tolerance and Its Implementation in Embedded Automotive Systems. In Real-Time and Embedded Technology and Applications Symposium (RTAS), 2017 IEEE (pp. 87-98). IEEE. [http://ieeexplore.ieee.org/abstract/document/7939023/ (paper link)]
-'''Lab Meeting -Dingwen'''
-=== ---January 18 ---===
-'''Seminar -Haoran'''
-Zahaf, H. E., Lipari, G., Abeni, L., & Zahaf, H. E. (2017). Migrate when necessary: toward partitioned reclaiming for soft real-time tasks. RTNS'17 [https://dl.acm.org/citation.cfm?id=3139280 paper]
-'''Lab Meeting -Xiaoling'''
-=== ---January 25 ---===
-'''Seminar -Cancelled'''
-'''Lab Meeting -Chong'''
-=== ---February 1 ---===
-'''Seminar - Cancelled'''
-'''Lab Meeting -Yehan'''
-=== ---February 8 ---===
+* [[Seminar Fall 2019|Fall 2019]]
+* [[Seminar Summer 2019|Summer 2019]]
-'''Seminar -Xin'''
+* [[Seminar Spring 2019|Spring 2019]]
+* [[Seminar Fall 2018|Fall 2018]]
-'''Lab Meeting -Ruixuan'''
+* [[Seminar Summer 2018|Summer 2018]]
+* [[Seminar Spring 2018|Spring 2018]]
-=== ---February 15 ---===
-'''Seminar -Ruixuan'''
-[http://ieeexplore.ieee.org/abstract/document/8010670/]
-'''Lab Meeting -Dee'''
-=== ---February 22---===
-'''Seminar -Xi'''
-Seetanadi, G.N., Camara, J., Almeida, L., Arzen, K., and Maggio, M., Event-driven bandwidth allocation with formal guarantees for camera networks, RTSS, 2017. [http://ieeexplore.ieee.org/document/8277297/]
-'''Lab Meeting -Chao'''
-=== ---March 1---===
-'''Seminar -Chong'''
-WorkloadCompactor: Reducing datacenter cost while providing tail latency SLO guarantees, SoCC'17, [http://delivery.acm.org/10.1145/3140000/3132245/p598-zhu.pdf?ip=128.252.25.63&id=3132245&acc=OPENTOC&key=B63ACEF81C6334F5%2E4E6E072390D11401%2E4D4702B0C3E38B35%2E9F04A3A78F7D3B8D&__acm__=1519837771_d842a45203eee1378d74d85bbffb587a paper]
-'''Lab Meeting -Haoran'''
-=== ---March 8---===
-'''Seminar -Yehan'''
-Pinto, L.R., Almeida, L., Alizadeh, H. and Rowe, A. Aerial Video Stream over Multi-hop Using Adaptive TDMA Slots. RTSS'17.  [http://ieeexplore.ieee.org/abstract/document/8277289/ paper]
-'''Lab Meeting -Cancelled'''
-=== ---March 15---===
-'''Seminar -Dingwen'''
-X. Huang, Y. Li, Y. Wang, X. Chen, Y. Xiao and L. Zhang, CTS: A Cellular-based Trajectory Tracking System with GPS-level Accuracy. IMWUT' 17 [https://dl.acm.org/citation.cfm?id=3161185/ paper]
-'''Lab Meeting -Ruixuan'''
-=== ---March 22---===
-'''Seminar -Dee'''
-'''Lab Meeting -Xi'''
-=== ---March 29---===
-'''Seminar -Chao'''
-Venkataraman, Shivaram, et al. "Drizzle: Fast and adaptable stream processing at scale." Proceedings of the 26th Symposium on Operating Systems Principles. ACM, 2017. [https://dl.acm.org/citation.cfm?id=3132750 (paper link)]
-'''Lab Meeting -Chong'''
-=== ---April 5---===
-'''Seminar -Haoran'''
-'''Lab Meeting -Dee'''
-=== ---April 12---===
-'''Seminar -Ruixuan'''
-Akbari, Ali, Richard B. Dewey, and Roozbeh Jafari. "Validation of a New Model-Free Signal Processing Method for Gait Feature Extraction Using Inertial Measurement Units to Diagnose and Quantify the Severity of Parkinson's Disease." Computer Communication and Networks (ICCCN), 2017 26th International Conference on. IEEE, 2017. [https://ieeexplore.ieee.org/abstract/document/8231183/]
-'''Lab Meeting -Yehan'''
-=== ---April 19---===
-'''Seminar -Xi'''
-'''Lab Meeting -Dingwen'''
-=== ---April 26---===
-'''Seminar -Chong'''
-'''Lab Meeting -Chao'''
-=== ---May 3---===
-'''Seminar -Dingwen'''
-'''Lab Meeting -Haoran'''
-==Previous Semesters==
 * [[Seminar Fall 2017|Fall 2017]]
 * [[Seminar Summer 2017|Summer 2017]]
@@ Line 204: / 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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