Subhabrata Sen

Orcid: 0009-0005-5969-1023

According to our database1, Subhabrata Sen authored at least 123 papers between 1996 and 2024.

Collaborative distances:
  • Dijkstra number2 of three.
  • Erdős number3 of two.

Awards

IEEE Fellow

IEEE Fellow 2016, "For contributions to analysis of cross-layer interactions in cellular networks".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Spectral Universality in Regularized Linear Regression With Nearly Deterministic Sensing Matrices.
IEEE Trans. Inf. Theory, November, 2024

C2: ABR Streaming in Cognizant of Consumption Context for Improved QoE and Resource Usage Tradeoffs.
ACM Trans. Multim. Comput. Commun. Appl., September, 2024

Random Linear Estimation With Rotationally-Invariant Designs: Asymptotics at High Temperature.
IEEE Trans. Inf. Theory, 2024

A Friendly Tutorial on Mean-Field Spin Glass Techniques for Non-Physicists.
Found. Trends Mach. Learn., 2024

On Naive Mean-Field Approximation for high-dimensional canonical GLMs.
CoRR, 2024

Understanding Optimal Feature Transfer via a Fine-Grained Bias-Variance Analysis.
CoRR, 2024

Fundamental limits of community detection from multi-view data: multi-layer, dynamic and partially labeled block models.
CoRR, 2024

2023
Contextual Stochastic Block Model: Sharp Thresholds and Contiguity.
J. Mach. Learn. Res., 2023

Cross-layer Network Bandwidth Estimation for Low-latency Live ABR Streaming.
Proceedings of the 14th Conference on ACM Multimedia Systems, 2023

2022
Variational Inference in high-dimensional linear regression.
J. Mach. Learn. Res., 2022

High-dimensional Asymptotics of Langevin Dynamics in Spiked Matrix Models.
CoRR, 2022

C2: consumption context cognizant ABR streaming for improved QoE and resource usage tradeoffs.
Proceedings of the MMSys '22: 13th ACM Multimedia Systems Conference, Athlone, Ireland, June 14, 2022

2021
Livelyzer: analyzing the first-mile ingest performance of live video streaming.
Proceedings of the MMSys '21: 12th ACM Multimedia Systems Conference, Istanbul, Turkey, 28 September 2021, 2021

DataPlanner: data-budget driven approach to resource-efficient ABR streaming.
Proceedings of the MMSys '21: 12th ACM Multimedia Systems Conference, Istanbul, Turkey, 28 September 2021, 2021

2020
A Control Theoretic Approach to ABR Video Streaming: A Fresh Look at PID-Based Rate Adaptation.
IEEE Trans. Mob. Comput., 2020

Near-Optimal Disjoint-Path Facility Location Through Set Cover by Pairs.
Oper. Res., 2020

What you see is what you get: measure ABR video streaming QoE via on-device screen recording.
Proceedings of the 30th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2020

Energy considerations for ABR video streaming to smartphones: measurements, models and insights.
Proceedings of the 11th ACM Multimedia Systems Conference, 2020

CSI: inferring mobile ABR video adaptation behavior under HTTPS and QUIC.
Proceedings of the EuroSys '20: Fifteenth EuroSys Conference 2020, 2020

2019
The Overlap Gap Property in Principal Submatrix Recovery.
CoRR, 2019

The threshold for SDP-refutation of random regular NAE-3SAT.
Proceedings of the Thirtieth Annual ACM-SIAM Symposium on Discrete Algorithms, 2019

Quality-aware strategies for optimizing ABR video streaming QoE and reducing data usage.
Proceedings of the 10th ACM Multimedia Systems Conference, 2019

ABR streaming with separate audio and video tracks: measurements and best practices.
Proceedings of the 15th International Conference on Emerging Networking Experiments And Technologies, 2019

AViC: a cache for adaptive bitrate video.
Proceedings of the 15th International Conference on Emerging Networking Experiments And Technologies, 2019

2018
LBP: Robust Rate Adaptation Algorithm for SVC Video Streaming.
IEEE/ACM Trans. Netw., 2018

Optimization on sparse random hypergraphs and spin glasses.
Random Struct. Algorithms, 2018

SoftBox: A Customizable, Low-Latency, and Scalable 5G Core Network Architecture.
IEEE J. Sel. Areas Commun., 2018

Long ties accelerate noisy threshold-based contagions.
CoRR, 2018

Preferential Attachment When Stable.
CoRR, 2018

DBABP: Robust Rate Adaptation Algorithm for SVC Video Streaming.
CoRR, 2018

Contextual Stochastic Block Models.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

ABR streaming of VBR-encoded videos: characterization, challenges, and solutions.
Proceedings of the 14th International Conference on emerging Networking EXperiments and Technologies, 2018

2017
NutShell: Scalable Whittled Proxy Execution for Low-Latency Web over Cellular Networks.
Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, 2017

Demo: DEMS: DEcoupled Multipath Scheduler for Accelerating Multipath Transport.
Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, 2017

Accelerating Multipath Transport Through Balanced Subflow Completion.
Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, 2017

Dissecting VOD services for cellular: performance, root causes and best practices.
Proceedings of the 2017 Internet Measurement Conference, 2017

2016
Phase transitions of extremal cuts for the configuration model.
CoRR, 2016

Semidefinite programs on sparse random graphs and their application to community detection.
Proceedings of the 48th Annual ACM SIGACT Symposium on Theory of Computing, 2016

An in-depth understanding of multipath TCP on mobile devices: measurement and system design.
Proceedings of the 22nd Annual International Conference on Mobile Computing and Networking, 2016

Understanding On-device Bufferbloat for Cellular Upload.
Proceedings of the 2016 ACM on Internet Measurement Conference, 2016

2015
Semidefinite Programs on Sparse Random Graphs.
CoRR, 2015

Extremal Cuts of Sparse Random Graphs.
CoRR, 2015

Revisiting Network Energy Efficiency of Mobile Apps: Performance in the Wild.
Proceedings of the 2015 ACM Internet Measurement Conference, 2015

TM<sup>3</sup>: flexible <u>t</u>ransport-layer <u>m</u>ulti-pipe <u>m</u>ultiplexing <u>m</u>iddlebox without head-of-line blocking.
Proceedings of the 11th ACM Conference on Emerging Networking Experiments and Technologies, 2015

2014
High-Performance Mobile Internet.
IEEE Internet Comput., 2014

Cloud is not a silver bullet: a case study of cloud-based mobile browsing.
Proceedings of the 15th Workshop on Mobile Computing Systems and Applications, 2014

RadioProphet: Intelligent Radio Resource Deallocation for Cellular Networks.
Proceedings of the Passive and Active Measurement - 15th International Conference, 2014

Characterizing resource usage for mobile web browsing.
Proceedings of the 12th Annual International Conference on Mobile Systems, 2014

PARCEL: Proxy Assisted BRowsing in Cellular networks for Energy and Latency reduction.
Proceedings of the 10th ACM International on Conference on emerging Networking Experiments and Technologies, 2014

2013
An in-depth study of LTE: effect of network protocol and application behavior on performance.
Proceedings of the ACM SIGCOMM 2013 Conference, 2013

How to Reduce Smartphone Traffic Volume by 30%?
Proceedings of the Passive and Active Measurement - 14th International Conference, 2013

Understanding the complexity of 3G UMTS network performance.
Proceedings of the IFIP Networking Conference, 2013, Brooklyn, 2013

Automatically Inferring the Evolution of Malicious Activity on the Internet.
Proceedings of the 20th Annual Network and Distributed System Security Symposium, 2013

Silent TCP connection closure for cellular networks.
Proceedings of the Conference on emerging Networking Experiments and Technologies, 2013

2012
A Modular Machine Learning System for Flow-Level Traffic Classification in Large Networks.
ACM Trans. Knowl. Discov. Data, 2012

Periodic transfers in mobile applications: network-wide origin, impact, and optimization.
Proceedings of the 21st World Wide Web Conference 2012, 2012

Characterizing data usage patterns in a large cellular network.
Proceedings of the 2012 ACM SIGCOMM workshop on Cellular networks: operations, 2012

GCNav: Generic Configuration Navigation System.
Proceedings of the Automated Security Management [papers from SafeConfig 2012, 2012

A Sequence-Oriented Stream Warehouse Paradigm for Network Monitoring Applications.
Proceedings of the Passive and Active Measurement - 13th International Conference, 2012

Web caching on smartphones: ideal vs. reality.
Proceedings of the 10th International Conference on Mobile Systems, 2012

A close examination of performance and power characteristics of 4G LTE networks.
Proceedings of the 10th International Conference on Mobile Systems, 2012

Screen-off traffic characterization and optimization in 3G/4G networks.
Proceedings of the 12th ACM SIGCOMM Internet Measurement Conference, 2012

2011
To Cache or Not to Cache: The 3G Case.
IEEE Internet Comput., 2011

Some observations on HC-128.
Des. Codes Cryptogr., 2011

HTTP in the home: it is not just about PCs.
Comput. Commun. Rev., 2011

Internet-scale Visualization and Detection of Performance Events.
Proceedings of the 2011 USENIX Annual Technical Conference, 2011

Large-scale app-based reporting of customer problems in cellular networks: potential and limitations.
Proceedings of the first ACM SIGCOMM workshop on Measurements up the stack, 2011

Demo: mobile application resource optimizer (ARO).
Proceedings of the 9th International Conference on Mobile Systems, 2011

Profiling resource usage for mobile applications: a cross-layer approach.
Proceedings of the 9th International Conference on Mobile Systems, 2011

Making sense of customer tickets in cellular networks.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Over the top video: the gorilla in cellular networks.
Proceedings of the 11th ACM SIGCOMM Internet Measurement Conference, 2011

Disjoint-Path Facility Location: Theory and Practice.
Proceedings of the Thirteenth Workshop on Algorithm Engineering and Experiments, 2011

2010
Multi-VPN Optimization for Scalable Routing via Relaying.
IEEE/ACM Trans. Netw., 2010

Route oracle: where have all the packets gone?
SIGMETRICS Perform. Evaluation Rev., 2010

Inferring applications at the network layer using collective traffic statistics.
Proceedings of the 22nd International Teletraffic Congress, 2010

Network DVR: A Programmable Framework for Application-Aware Trace Collection.
Proceedings of the Passive and Active Measurement, 11th International Conference, 2010

Characterizing radio resource allocation for 3G networks.
Proceedings of the 10th ACM SIGCOMM Internet Measurement Conference, 2010

Flowroute: inferring forwarding table updates using passive flow-level measurements.
Proceedings of the 10th ACM SIGCOMM Internet Measurement Conference, 2010

TOP: Tail Optimization Protocol For Cellular Radio Resource Allocation.
Proceedings of the 18th annual IEEE International Conference on Network Protocols, 2010

NEVERMIND, the problem is already fixed: proactively detecting and troubleshooting customer DSL problems.
Proceedings of the 2010 ACM Conference on Emerging Networking Experiments and Technology, 2010

2009
On unbiased sampling for unstructured peer-to-peer networks.
IEEE/ACM Trans. Netw., 2009

Proactive surge protection: a defense mechanism for bandwidth-based attacks.
IEEE/ACM Trans. Netw., 2009

Coordinated Weighted Sampling for Estimating Aggregates Over Multiple Weight Assignments.
Proc. VLDB Endow., 2009

Configuration management at massive scale: system design and experience.
IEEE J. Sel. Areas Commun., 2009

Modeling and understanding end-to-end class of service policies in operational networks.
Proceedings of the ACM SIGCOMM 2009 Conference on Applications, 2009

Multicast redux: a first look at enterprise multicast traffic.
Proceedings of the 1st ACM SIGCOMM 2009 Workshop on Research on Enterprise Networking, 2009

Extracting Network-Wide Correlated Changes from Longitudinal Configuration Data.
Proceedings of the Passive and Active Network Measurement, 10th International Conference, 2009

Tracking Dynamic Sources of Malicious Activity at Internet Scale.
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

On Passive One-Way Loss Measurements Using Sampled Flow Statistics.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

Impact of prefix-match changes on IP reachability.
Proceedings of the 9th ACM SIGCOMM Internet Measurement Conference, IMC 2009, Chicago, 2009

TCP revisited: a fresh look at TCP in the wild.
Proceedings of the 9th ACM SIGCOMM Internet Measurement Conference, IMC 2009, Chicago, 2009

2008
Characterizing unstructured overlay topologies in modern P2P file-sharing systems.
IEEE/ACM Trans. Netw., 2008

Scalable VPN routing via relaying.
Proceedings of the 2008 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2008

GRE Encapsulated Multicast Probing: A Scalable Technique for Measuring One-Way Loss.
Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008

2007
Exploiting Network Structure for Proactive Spam Mitigation.
Proceedings of the 16th USENIX Security Symposium, Boston, MA, USA, August 6-10, 2007, 2007

Configuration Management at Massive Scale: System Design and Experience.
Proceedings of the 2007 USENIX Annual Technical Conference, 2007

Towards real-time performance monitoring for encrypted traffic.
Proceedings of the 2007 SIGCOMM Workshop on Internet Network Management, 2007

Minimizing collateral damage by proactive surge protection.
Proceedings of the 2007 Workshop on Large Scale Attack Defense, 2007

2006
VMScope: a virtual multicast VPN performance monitor.
Proceedings of the 2006 SIGCOMM Workshop on Internet Network Management, 2006

Enterprise Security: A Community of Interest Based Approach.
Proceedings of the Network and Distributed System Security Symposium, 2006

Sampling Techniques for Large, Dynamic Graphs.
Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006

2005
Video quality estimation for internet streaming.
Proceedings of the 14th international conference on World Wide Web, 2005

Analysis of Communities of Interest in Data Networks.
Proceedings of the Passive and Active Network Measurement, 6th International Workshop, 2005

ACAS: automated construction of application signatures.
Proceedings of the 1st Annual ACM Workshop on Mining Network Data, 2005

2004
Analyzing peer-to-peer traffic across large networks.
IEEE/ACM Trans. Netw., 2004

Optimal proxy cache allocation for efficient streaming media distribution.
IEEE Trans. Multim., 2004

Smooth workload adaptive broadcast.
IEEE Trans. Multim., 2004

Accurate, scalable in-network identification of p2p traffic using application signatures.
Proceedings of the 13th international conference on World Wide Web, 2004

Online identification of hierarchical heavy hitters: algorithms, evaluation, and applications.
Proceedings of the 4th ACM SIGCOMM Internet Measurement Conference, 2004

Class-of-service mapping for QoS: a statistical signature-based approach to IP traffic classification.
Proceedings of the 4th ACM SIGCOMM Internet Measurement Conference, 2004

2003
Periodic broadcast and patching services - implementation, measurement and analysis in an internet streaming video testbed.
Multim. Syst., 2003

Sketch-based change detection: methods, evaluation, and applications.
Proceedings of the 3rd ACM SIGCOMM Internet Measurement Conference, 2003

Using multicast for streaming videos across wide area networks.
Proceedings of the Global Telecommunications Conference, 2003

2002
Optimal multicast smoothing of streaming video over the Internet.
IEEE J. Sel. Areas Commun., 2002

Prefix caching assisted periodic broadcast for streaming popular videos.
Proceedings of the IEEE International Conference on Communications, 2002

2000
Online Smoothing of Variable-Bit-Rate Streaming Video.
IEEE Trans. Multim., 2000

1999
Optimal Multicast Smoothing of Streaming Video over an Internetwork.
Proceedings of the Proceedings IEEE INFOCOM '99, 1999

Proxy Prefix Caching for Multimedia Streams.
Proceedings of the Proceedings IEEE INFOCOM '99, 1999

1998
Using Windows NT for Real-Time Applications: Experimental Observations and Recommendations.
Proceedings of the Fourth IEEE Real-Time Technology and Applications Symposium, 1998

1997
Broadcast on Demand: Efficient and Timely Dissemination of Data in Mobile Environments.
Proceedings of the 3rd IEEE Real-Time Technology and Applications Symposium, 1997

Playback Restart in Interactive Streaming Video Applications.
Proceedings of the International Conference on Multimedia Computing and Systems, 1997

1996
Integrated scheduling of multimedia and hard real-time tasks.
Proceedings of the 17th IEEE Real-Time Systems Symposium (RTSS '96), 1996

Incorporation of multimedia capabilities in distributed real-time applications.
Proceedings of the Workshop on Databases - Active and Real-Time, 1996


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