Shobha Venkataraman

36 papers A* 14A 4B 2Misc 2Journal 7Unranked 7
YearRankTypeTitle / Venue / Authors
2022 A* conf
Theseus: A Library for Differentiable Nonlinear Optimization.
NeurIPS
Luis Pineda, Taosha Fan, Maurizio Monge, Shobha Venkataraman, Paloma Sodhi, Ricky T. Q. Chen, Joseph Ortiz, Daniel DeTone, Austin S. Wang, Stuart Anderson, Jing Dong, Brandon Amos, Mustafa Mukadam
2022 J jnl
Theseus: A Library for Differentiable Nonlinear Optimization.
CoRR
Luis Pineda, Taosha Fan, Maurizio Monge, Shobha Venkataraman, Paloma Sodhi, Ricky T. Q. Chen, Joseph Ortiz, Daniel DeTone, Austin S. Wang, Stuart Anderson, Jing Dong, Brandon Amos, Mustafa Mukadam
2021 A* conf
CrypTen: Secure Multi-Party Computation Meets Machine Learning.
NeurIPS
Brian Knott, Shobha Venkataraman, Awni Y. Hannun, Shubho Sengupta, Mark Ibrahim, Laurens van der Maaten
2021 J jnl
CrypTen: Secure Multi-Party Computation Meets Machine Learning.
CoRR
Brian Knott, Shobha Venkataraman, Awni Y. Hannun, Shubho Sengupta, Mark Ibrahim, Laurens van der Maaten
2021 J jnl
Neural Fixed-Point Acceleration for Convex Optimization.
CoRR
Shobha Venkataraman, Brandon Amos
2019 A* conf
Towards Identifying Impacted Users in Cellular Services.
KDD
Shobha Venkataraman, Jia Wang
2018 — conf
Assessing the Impact of Network Events with User Feedback.
NetAI@SIGCOMM
Shobha Venkataraman, Jia Wang
2017 A* conf
AESOP: Automatic Policy Learning for Predicting and Mitigating Network Service Impairments.
KDD
Supratim Deb, Zihui Ge, Sastry Isukapalli, Sarat C. Puthenpura, Shobha Venkataraman, He Yan, Jennifer Yates
2016 J jnl
Characterizing and Optimizing Cellular Network Performance During Crowded Events.
IEEE/ACM Trans. Netw.
M. Zubair Shafiq, Lusheng Ji, Alex X. Liu, Jeffrey Pang, Shobha Venkataraman, Jia Wang
2014 A* conf
Modeling web quality-of-experience on cellular networks.
MobiCom
Athula Balachandran, Vaneet Aggarwal, Emir Halepovic, Jeffrey Pang, Srinivasan Seshan, Shobha Venkataraman, He Yan
2014 Misc conf
Prometheus: toward quality-of-experience estimation for mobile apps from passive network measurements.
HotMobile
Vaneet Aggarwal, Emir Halepovic, Jeffrey Pang, Shobha Venkataraman, He Yan
2013 A* conf
A first look at cellular network performance during crowded events.
SIGMETRICS
Muhammad Zubair Shafiq, Lusheng Ji, Alex X. Liu, Jeffrey Pang, Shobha Venkataraman, Jia Wang
2013 A* conf
Automatically Inferring the Evolution of Malicious Activity on the Internet.
NDSS
Shobha Venkataraman, David Brumley, Subhabrata Sen, Oliver Spatscheck
2013 B conf
Understanding the complexity of 3G UMTS network performance.
Networking
Yingying Chen, Nick G. Duffield, Patrick Haffner, Wen-Ling Hsu, Guy Jacobson, Yu Jin, Subhabrata Sen, Shobha Venkataraman, Zhi-Li Zhang
2013 A conf
Why is my smartphone slow? On the fly diagnosis of underperformance on the mobile Internet.
DSN
Chaitrali Amrutkar, Matti A. Hiltunen, Trevor Jim, Kaustubh R. Joshi, Oliver Spatscheck, Patrick Traynor, Shobha Venkataraman
2012 — conf
Characterizing data usage patterns in a large cellular network.
CellNet@SIGCOMM
Yu Jin, Nick Duffield, Alexandre Gerber, Patrick Haffner, Wen-Ling Hsu, Guy Jacobson, Subhabrata Sen, Shobha Venkataraman, Zhi-Li Zhang
2012 — conf
Tracking dynamic network properties at internet-scale.
BADGERS@CCS
Shobha Venkataraman
2011 A* conf
BitShred: feature hashing malware for scalable triage and semantic analysis.
CCS
Jiyong Jang, David Brumley, Shobha Venkataraman
2011 J jnl
Efficient Solution Algorithms for Factored MDPs
CoRR
Carlos Guestrin, Daphne Koller, Ronald Parr, Shobha Venkataraman
2011 A conf
Identifying diverse usage behaviors of smartphone apps.
Internet Measurement Conference
Qiang Xu, Jeffrey Erman, Alexandre Gerber, Zhuoqing Morley Mao, Jeffrey Pang, Shobha Venkataraman
2011 — conf
Internet-scale Visualization and Detection of Performance Events.
USENIX ATC
Jeffrey Pang, Subhabrata Sen, Oliver Spatscheck, Shobha Venkataraman
2011 — conf
Large-scale app-based reporting of customer problems in cellular networks: potential and limitations.
W-MUST@SIGCOMM
Yu Jin, Nick G. Duffield, Alexandre Gerber, Patrick Haffner, Wen-Ling Hsu, Guy Jacobson, Subhabrata Sen, Shobha Venkataraman, Zhi-Li Zhang
2011 A* conf
Making sense of customer tickets in cellular networks.
INFOCOM
Yu Jin, Nick G. Duffield, Alexandre Gerber, Patrick Haffner, Wen-Ling Hsu, Guy Jacobson, Subhabrata Sen, Shobha Venkataraman, Zhi-Li Zhang
2010 A conf
Speed testing without speed tests: estimating achievable download speed from passive measurements.
Internet Measurement Conference
Alexandre Gerber, Jeffrey Pang, Oliver Spatscheck, Shobha Venkataraman
2009 — conf
Tracking Dynamic Sources of Malicious Activity at Internet Scale.
NIPS
Shobha Venkataraman, Avrim Blum, Dawn Song, Subhabrata Sen, Oliver Spatscheck
2008 A* conf
Limits of Learning-based Signature Generation with Adversaries.
NDSS
Shobha Venkataraman, Avrim Blum, Dawn Song
2007 B conf
Detecting Stealthy Spreaders Using Online Outdegree Histograms.
IWQoS
Yan Gao, Yao Zhao, Robert T. Schweller, Shobha Venkataraman, Yan Chen, Dawn Xiaodong Song, Ming-Yang Kao
2007 A* conf
Exploiting Network Structure for Proactive Spam Mitigation.
USENIX Security Symposium
Shobha Venkataraman, Subhabrata Sen, Oliver Spatscheck, Patrick Haffner, Dawn Song
2007 A* conf
Fig: Automatic Fingerprint Generation.
NDSS
Shobha Venkataraman, Juan Caballero, Pongsin Poosankam, Min Gyung Kang, Dawn Xiaodong Song
2006 Misc conf
Black Box Anomaly Detection: Is It Utopian?.
HotNets
Shobha Venkataraman, Juan Caballero, Dawn Song, Avrim Blum, Jennifer Yates
2005 A* conf
New Streaming Algorithms for Fast Detection of Superspreaders.
NDSS
Shobha Venkataraman, Dawn Xiaodong Song, Phillip B. Gibbons, Avrim Blum
2004 A conf
Detection of Interactive Stepping Stones: Algorithms and Confidence Bounds.
RAID
Avrim Blum, Dawn Xiaodong Song, Shobha Venkataraman
2003 J jnl
Efficient Solution Algorithms for Factored MDPs.
J. Artif. Intell. Res.
Carlos Guestrin, Daphne Koller, Ronald Parr, Shobha Venkataraman
2003 J jnl
Incentive mechanisms for smoothing out a focused demand for network resources.
Comput. Commun.
Kevin Leyton-Brown, Ryan Porter, Balaji Prabhakar, Yoav Shoham, Shobha Venkataraman
2002 — conf
Context-Specific Multiagent Coordination and Planning with Factored MDPs.
AAAI/IAAI
Carlos Guestrin, Shobha Venkataraman, Daphne Koller
2001 A* conf
Smoothing out focused demand for network resources.
EC
Kevin Leyton-Brown, Ryan Porter, Shobha Venkataraman, Balaji Prabhakar