Shobha Venkataraman

According to our database, Shobha Venkataraman authored at least 33 papers between 2001 and 2022.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2022

Theseus: A Library for Differentiable Nonlinear Optimization.

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

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Neural Fixed-Point Acceleration for Convex Optimization.

Shobha Venkataraman, Brandon Amos

CoRR, 2021

CrypTen: Secure Multi-Party Computation Meets Machine Learning.

Brian Knott, Shobha Venkataraman, Awni Y. Hannun, Shubho Sengupta, Mark Ibrahim, Laurens van der Maaten

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2019

Towards Identifying Impacted Users in Cellular Services.

Shobha Venkataraman, Jia Wang

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2018

Assessing the Impact of Network Events with User Feedback.

Shobha Venkataraman, Jia Wang

Proceedings of the 2018 Workshop on Network Meets AI & ML, 2018

2017

AESOP: Automatic Policy Learning for Predicting and Mitigating Network Service Impairments.

Supratim Deb, Zihui Ge, Sastry Isukapalli, Sarat C. Puthenpura, Shobha Venkataraman, He Yan, Jennifer Yates

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

2016

Characterizing and Optimizing Cellular Network Performance During Crowded Events.

M. Zubair Shafiq, Lusheng Ji, Alex X. Liu, Jeffrey Pang, Shobha Venkataraman, Jia Wang

IEEE/ACM Trans. Netw., 2016

2014

Prometheus: toward quality-of-experience estimation for mobile apps from passive network measurements.

Vaneet Aggarwal, Emir Halepovic, Jeffrey Pang, Shobha Venkataraman, He Yan

Proceedings of the 15th Workshop on Mobile Computing Systems and Applications, 2014

Modeling web quality-of-experience on cellular networks.

Athula Balachandran, Vaneet Aggarwal, Emir Halepovic, Jeffrey Pang, Srinivasan Seshan, Shobha Venkataraman, He Yan

Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014

2013

A first look at cellular network performance during crowded events.

Muhammad Zubair Shafiq, Lusheng Ji, Alex X. Liu, Jeffrey Pang, Shobha Venkataraman, Jia Wang

Proceedings of the ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, 2013

Understanding the complexity of 3G UMTS network performance.

Yingying Chen, Nick G. Duffield, Patrick Haffner, Wen-Ling Hsu, Guy Jacobson, Yu Jin, Subhabrata Sen, Shobha Venkataraman, Zhi-Li Zhang

Proceedings of the IFIP Networking Conference, 2013, Brooklyn, 2013

Automatically Inferring the Evolution of Malicious Activity on the Internet.

Shobha Venkataraman, David Brumley, Subhabrata Sen, Oliver Spatscheck

Proceedings of the 20th Annual Network and Distributed System Security Symposium, 2013

Why is my smartphone slow? On the fly diagnosis of underperformance on the mobile Internet.

Chaitrali Amrutkar, Matti A. Hiltunen, Trevor Jim, Kaustubh R. Joshi, Oliver Spatscheck, Patrick Traynor, Shobha Venkataraman

Proceedings of the 2013 43rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2013

2012

Characterizing data usage patterns in a large cellular network.

Yu Jin, Nick Duffield, Alexandre Gerber, Patrick Haffner, Wen-Ling Hsu, Guy Jacobson, Subhabrata Sen, Shobha Venkataraman, Zhi-Li Zhang

Proceedings of the 2012 ACM SIGCOMM workshop on Cellular networks: operations, 2012

Tracking dynamic network properties at internet-scale.

Shobha Venkataraman

Proceedings of the 2012 ACM Workshop on Building analysis datasets and gathering experience returns for security, 2012

2011

Internet-scale Visualization and Detection of Performance Events.

Jeffrey Pang, Subhabrata Sen, Oliver Spatscheck, Shobha Venkataraman

Proceedings of the 2011 USENIX Annual Technical Conference, 2011

Large-scale app-based reporting of customer problems in cellular networks: potential and limitations.

Yu Jin, Nick G. Duffield, Alexandre Gerber, Patrick Haffner, Wen-Ling Hsu, Guy Jacobson, Subhabrata Sen, Shobha Venkataraman, Zhi-Li Zhang

Proceedings of the first ACM SIGCOMM workshop on Measurements up the stack, 2011

Making sense of customer tickets in cellular networks.

Yu Jin, Nick G. Duffield, Alexandre Gerber, Patrick Haffner, Wen-Ling Hsu, Guy Jacobson, Subhabrata Sen, Shobha Venkataraman, Zhi-Li Zhang

Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Identifying diverse usage behaviors of smartphone apps.

Qiang Xu, Jeffrey Erman, Alexandre Gerber, Zhuoqing Morley Mao, Jeffrey Pang, Shobha Venkataraman

Proceedings of the 11th ACM SIGCOMM Internet Measurement Conference, 2011

BitShred: feature hashing malware for scalable triage and semantic analysis.

Jiyong Jang, David Brumley, Shobha Venkataraman

Proceedings of the 18th ACM Conference on Computer and Communications Security, 2011

2010

Speed testing without speed tests: estimating achievable download speed from passive measurements.

Alexandre Gerber, Jeffrey Pang, Oliver Spatscheck, Shobha Venkataraman

Proceedings of the 10th ACM SIGCOMM Internet Measurement Conference, 2010

2009

Tracking Dynamic Sources of Malicious Activity at Internet Scale.

Shobha Venkataraman, Avrim Blum, Dawn Song, Subhabrata Sen, Oliver Spatscheck

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

2008

Limits of Learning-based Signature Generation with Adversaries.

Shobha Venkataraman, Avrim Blum, Dawn Song

Proceedings of the Network and Distributed System Security Symposium, 2008

2007

Exploiting Network Structure for Proactive Spam Mitigation.

Shobha Venkataraman, Subhabrata Sen, Oliver Spatscheck, Patrick Haffner, Dawn Song

Proceedings of the 16th USENIX Security Symposium, Boston, MA, USA, August 6-10, 2007, 2007

Fig: Automatic Fingerprint Generation.

Shobha Venkataraman, Juan Caballero, Pongsin Poosankam, Min Gyung Kang, Dawn Xiaodong Song

Proceedings of the Network and Distributed System Security Symposium, 2007

Detecting Stealthy Spreaders Using Online Outdegree Histograms.

Yan Gao, Yao Zhao, Robert T. Schweller, Shobha Venkataraman, Yan Chen, Dawn Xiaodong Song, Ming-Yang Kao

Proceedings of the Fifteenth IEEE International Workshop on Quality of Service, 2007

2006

Black Box Anomaly Detection: Is It Utopian?.

Shobha Venkataraman, Juan Caballero, Dawn Song, Avrim Blum, Jennifer Yates

Proceedings of the 5th ACM Workshop on Hot Topics in Networks, 2006

2005

New Streaming Algorithms for Fast Detection of Superspreaders.

Shobha Venkataraman, Dawn Xiaodong Song, Phillip B. Gibbons, Avrim Blum

Proceedings of the Network and Distributed System Security Symposium, 2005

2004

Detection of Interactive Stepping Stones: Algorithms and Confidence Bounds.

Avrim Blum, Dawn Xiaodong Song, Shobha Venkataraman

Proceedings of the Recent Advances in Intrusion Detection: 7th International Symposium, 2004

2003

Efficient Solution Algorithms for Factored MDPs.

Carlos Guestrin, Daphne Koller, Ronald Parr, Shobha Venkataraman

J. Artif. Intell. Res., 2003

Incentive mechanisms for smoothing out a focused demand for network resources.

Kevin Leyton-Brown, Ryan Porter, Balaji Prabhakar, Yoav Shoham, Shobha Venkataraman

Comput. Commun., 2003

2002

Context-Specific Multiagent Coordination and Planning with Factored MDPs.

Carlos Guestrin, Shobha Venkataraman, Daphne Koller

Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002

2001

Smoothing out focused demand for network resources.

Kevin Leyton-Brown, Ryan Porter, Shobha Venkataraman, Balaji Prabhakar

Proceedings of the Proceedings 3rd ACM Conference on Electronic Commerce (EC-2001), 2001