Mung Chiang

Orcid: 0000-0002-8920-651X

Affiliations:
  • Purdue University, USA
  • Princeton University, USA (former)


According to our database1, Mung Chiang authored at least 362 papers between 2001 and 2024.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2012, "For contributions to optimization of communication networks and applications to wireless networks, broadband access, and the internet".

Timeline

Legend:

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Online presence:

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Bibliography

2024
Orchestrating Federated Learning in Space-Air- Ground Integrated Networks: Adaptive Data Offloading and Seamless Handover.
IEEE J. Sel. Areas Commun., December, 2024

Device Sampling and Resource Optimization for Federated Learning in Cooperative Edge Networks.
IEEE/ACM Trans. Netw., October, 2024

Asynchronous Multi-Model Dynamic Federated Learning Over Wireless Networks: Theory, Modeling, and Optimization.
IEEE Trans. Cogn. Commun. Netw., October, 2024

Federated Split Learning With Joint Personalization-Generalization for Inference-Stage Optimization in Wireless Edge Networks.
IEEE Trans. Mob. Comput., June, 2024

Cooperative Federated Learning Over Ground-to-Satellite Integrated Networks: Joint Local Computation and Data Offloading.
IEEE J. Sel. Areas Commun., May, 2024

An Empirical Study of 5G: Effect of Edge on Transport Protocol and Application Performance.
IEEE Trans. Mob. Comput., April, 2024

Parallel Successive Learning for Dynamic Distributed Model Training Over Heterogeneous Wireless Networks.
IEEE/ACM Trans. Netw., February, 2024

E-MPC: Edge-assisted Model Predictive Control.
CoRR, 2024

Utilizing Priors in Sampling-based Cost Minimization.
CoRR, 2024

Dynamic DAG-Application Scheduling for Multi-Tier Edge Computing in Heterogeneous Networks.
CoRR, 2024

Cooperative Federated Learning over Hybrid Terrestrial and Non-Terrestrial Networks.
Proceedings of the IEEE International Conference on Communications, 2024

2023
Multi-Edge Server-Assisted Dynamic Federated Learning With an Optimized Floating Aggregation Point.
IEEE/ACM Trans. Netw., December, 2023

Toward Cooperative Federated Learning Over Heterogeneous Edge/Fog Networks.
IEEE Commun. Mag., December, 2023

A Novel Framework for Cost Constrained Network Sharing.
IEEE Trans. Mob. Comput., August, 2023

UAV-Assisted Online Machine Learning Over Multi-Tiered Networks: A Hierarchical Nested Personalized Federated Learning Approach.
IEEE Trans. Netw. Serv. Manag., June, 2023

Asynchronous Multi-Model Federated Learning over Wireless Networks: Theory, Modeling, and Optimization.
CoRR, 2023

Towards Cooperative Federated Learning over Heterogeneous Edge/Fog Networks.
CoRR, 2023

DAG-based Task Orchestration for Edge Computing.
CoRR, 2023

Connectivity-Aware Semi-Decentralized Federated Learning over Time-Varying D2D Networks.
Proceedings of the Twenty-fourth International Symposium on Theory, 2023

Edge AI Inference in Heterogeneous Constrained Computing: Feasibility and Opportunities.
Proceedings of the 28th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks , 2023

2022
Interference Cancellation GAN Framework for Dynamic Channels.
CoRR, 2022

Contextual Model Aggregation for Fast and Robust Federated Learning in Edge Computing.
CoRR, 2022

Expert Intervention Learning.
Auton. Robots, 2022

DAG-based Task Orchestration for Edge Computing.
Proceedings of the 41st International Symposium on Reliable Distributed Systems, 2022

Robust Learning Meets Generative Models: Can Proxy Distributions Improve Adversarial Robustness?
Proceedings of the Tenth International Conference on Learning Representations, 2022

Embedding Alignment for Unsupervised Federated Learning via Smart Data Exchange.
Proceedings of the IEEE Global Communications Conference, 2022

2021
Fast-Convergent Federated Learning.
IEEE J. Sel. Areas Commun., 2021

Improving Adversarial Robustness Using Proxy Distributions.
CoRR, 2021

Securing internet applications from routing attacks.
Commun. ACM, 2021

RobustBench: a standardized adversarial robustness benchmark.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Minimizing Age-of-Information in Heterogeneous Multi-Channel Systems: A New Partial-Index Approach.
Proceedings of the MobiHoc '21: The Twenty-second International Symposium on Theory, 2021

Device Sampling for Heterogeneous Federated Learning: Theory, Algorithms, and Implementation.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

SSD: A Unified Framework for Self-Supervised Outlier Detection.
Proceedings of the 9th International Conference on Learning Representations, 2021

Demo: Discover, Provision, and Orchestration of Machine Learning Inference Services in Heterogeneous Edge.
Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021

On-the-fly Resource-Aware Model Aggregation for Federated Learning in Heterogeneous Edge.
Proceedings of the IEEE Global Communications Conference, 2021

Adversarial Neural Networks for Error Correcting Codes.
Proceedings of the IEEE Global Communications Conference, 2021

2020
Guest Editorial: Smart Data Pricing for Next-Generation Networks.
IEEE J. Sel. Areas Commun., 2020

I-BOT: Interference-Based Orchestration of Tasks for Dynamic Unmanaged Edge Computing.
CoRR, 2020

RobustBench: a standardized adversarial robustness benchmark.
CoRR, 2020

Paid Prioritization with Content Competition.
CoRR, 2020

Time for a Background Check! Uncovering the impact of Background Features on Deep Neural Networks.
CoRR, 2020

From Federated Learning to Fog Learning: Towards Large-Scale Distributed Machine Learning in Heterogeneous Wireless Networks.
CoRR, 2020

Resilient Cyberphysical Systems and their Application Drivers: A Technology Roadmap.
CoRR, 2020

Characterizing task completion latencies in multi-point multi-quality fog computing systems.
Comput. Networks, 2020

From Federated to Fog Learning: Distributed Machine Learning over Heterogeneous Wireless Networks.
IEEE Commun. Mag., 2020

Learning from Interventions: Human-robot interaction as both explicit and implicit feedback.
Proceedings of the Robotics: Science and Systems XVI, 2020

Low-Overhead Joint Beam-Selection and Random-Access Schemes for Massive Internet-of-Things with Non-Uniform Channel and Load.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Coded Edge Computing.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

AppStreamer: Reducing Storage Requirements of Mobile Games through Predictive Streaming.
Proceedings of the 2020 International Conference on Embedded Wireless Systems and Networks, 2020

Detecting Malware Injection with Program-DNS Behavior.
Proceedings of the IEEE European Symposium on Security and Privacy, 2020

2019
Early Detection Prediction of Learning Outcomes in Online Short-Courses via Learning Behaviors.
IEEE Trans. Learn. Technol., 2019

Time-Dependent Pricing for Multimedia Data Traffic: Analysis, Systems, and Trials.
IEEE J. Sel. Areas Commun., 2019

Better the Devil you Know: An Analysis of Evasion Attacks using Out-of-Distribution Adversarial Examples.
CoRR, 2019

Tango of edge and cloud execution for reliability.
Proceedings of the 4th Workshop on Middleware for Edge Clouds & Cloudlets, 2019

Personalized augmented reality via fog-based imitation learning.
Proceedings of the Workshop on Fog Computing and the IoT, 2019

Hurts to Be Too Early: Benefits and Drawbacks of Communication in Multi-Agent Learning.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Fog-based Data Offloading in Urban IoT Scenarios.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Predicting the Timing and Quality of Responses in Online Discussion Forums.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

Adaptive Remediation with Multi-modal Content.
Proceedings of the Adaptive Instructional Systems, 2019

Low-Overhead Multi-Antenna-Enabled Random Access for Machine-Type Communications with Low Mobility.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Analyzing the Robustness of Open-World Machine Learning.
Proceedings of the 12th ACM Workshop on Artificial Intelligence and Security, 2019

2018
On the Efficiency of Online Social Learning Networks.
IEEE/ACM Trans. Netw., 2018

Tempest: Temporal Dynamics in Anonymity Systems.
Proc. Priv. Enhancing Technol., 2018

Special issue on fog networks.
J. Commun. Networks, 2018

Virtualized Control Over Fog: Interplay Between Reliability and Latency.
IEEE Internet Things J., 2018

ProCMotive: Bringing Programmability and Connectivity into Isolated Vehicles.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

SAMU: design and implementation of frequency selectivity-aware multi-user MIMO for WLANs.
EURASIP J. Wirel. Commun. Netw., 2018

Characterizing Task Completion Latencies in Fog Computing.
CoRR, 2018

DARTS: Deceiving Autonomous Cars with Toxic Signs.
CoRR, 2018

Rogue Signs: Deceiving Traffic Sign Recognition with Malicious Ads and Logos.
CoRR, 2018

Adaptive Fog-Based Output Security for Augmented Reality.
Proceedings of the 2018 Morning Workshop on Virtual Reality and Augmented Reality Network, 2018

Model Predictive Compression for Drone Video Analytics.
Proceedings of the 2018 IEEE International Conference on Sensing, 2018

Personalized Thread Recommendation for MOOC Discussion Forums.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Optimizing Data Plans: Usage Dynamics in Mobile Data Networks.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Stochastic non-preemptive co-flow scheduling with time-indexed relaxation.
Proceedings of the IEEE INFOCOM 2018, 2018

Learning Cloud Dynamics to Optimize Spot Instance Bidding Strategies.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

An Estimation and Analysis Framework for the Rasch Model.
Proceedings of the 35th International Conference on Machine Learning, 2018

Behavioral Analysis at Scale: Learning Course Prerequisite Structures from Learner Clickstreams.
Proceedings of the 11th International Conference on Educational Data Mining, 2018

Linearized binary regression.
Proceedings of the 52nd Annual Conference on Information Sciences and Systems, 2018

Acoustic Denial of Service Attacks on Hard Disk Drives.
Proceedings of the 2018 Workshop on Attacks and Solutions in Hardware Security, 2018

Not All Pixels are Born Equal: An Analysis of Evasion Attacks under Locality Constraints.
Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security, 2018

Learning Informative and Private Representations via Generative Adversarial Networks.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Learner Behavioral Feature Refinement and Augmentation Using GANs.
Proceedings of the Artificial Intelligence in Education - 19th International Conference, 2018

2017
HetNets Selection by Clients: Convergence, Efficiency, and Practicality.
IEEE/ACM Trans. Netw., 2017

Behavior-Based Grade Prediction for MOOCs Via Time Series Neural Networks.
IEEE J. Sel. Top. Signal Process., 2017

Introduction to the Issue on Signal Processing and Machine Learning.
IEEE J. Sel. Top. Signal Process., 2017

Customized Data Plans for Mobile Users: Feasibility and Benefits of Data Trading.
IEEE J. Sel. Areas Commun., 2017

Acoustic Denial of Service Attacks on HDDs.
CoRR, 2017

ProCMotive: Bringing Programability and Connectivity into Isolated Vehicles.
CoRR, 2017

Fog Computing and Networking: Part 2.
IEEE Commun. Mag., 2017

Clarifying Fog Computing and Networking: 10 Questions and Answers.
IEEE Commun. Mag., 2017

Fog Computing and Networking: Part 1.
IEEE Commun. Mag., 2017

A Survey of Client-Controlled HetNets for 5G.
IEEE Access, 2017

An economic analysis of wireless network infrastructure sharing.
Proceedings of the 15th International Symposium on Modeling and Optimization in Mobile, 2017

Improving cellular capacity with white space offloading.
Proceedings of the 15th International Symposium on Modeling and Optimization in Mobile, 2017

Counter-RAPTOR: Safeguarding Tor Against Active Routing Attacks.
Proceedings of the 2017 IEEE Symposium on Security and Privacy, 2017

Decomposing Data Analytics in Fog Networks.
Proceedings of the 15th ACM Conference on Embedded Network Sensor Systems, 2017

Economic viability of a virtual ISP.
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Discovering valuations and enforcing truthfulness in a deadline-aware scheduler.
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Behavior in social learning networks: Early detection for online short-courses.
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Networked Drone Cameras for Sports Streaming.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Max-Min Fair Resource Allocation in HetNets: Distributed Algorithms and Hybrid Architecture.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Behavior-Based Latent Variable Model for Learner Engagement.
Proceedings of the 10th International Conference on Educational Data Mining, 2017

Incentivizing self-capping to increase cloud utilization.
Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017

2016
"See Something, Say Something" Crowdsourced Enforcement of Spectrum Policies.
IEEE Trans. Wirel. Commun., 2016

Mining MOOC Clickstreams: Video-Watching Behavior vs. In-Video Quiz Performance.
IEEE Trans. Signal Process., 2016

On the Efficiency of Social Recommender Networks.
IEEE/ACM Trans. Netw., 2016

Making 802.11 DCF Near-Optimal: Design, Implementation, and Evaluation.
IEEE/ACM Trans. Netw., 2016

AMUSE: Empowering Users for Cost-Aware Offloading with Throughput-Delay Tradeoffs.
IEEE Trans. Mob. Comput., 2016

Quantifying Political Leaning from Tweets, Retweets, and Retweeters.
IEEE Trans. Knowl. Data Eng., 2016

Innovation in network pricing [Guest Editorial].
IEEE Netw., 2016

Internet of Things Session Management Over LTE - Balancing Signal Load, Power, and Delay.
IEEE Internet Things J., 2016

Fog and IoT: An Overview of Research Opportunities.
IEEE Internet Things J., 2016

Fog Networking: An Overview on Research Opportunities.
CoRR, 2016

On the Viability of a Cloud Virtual Service Provider.
Proceedings of the 2016 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Science, 2016

Regret-Minimizing Exploration in HetNets with mmWave.
Proceedings of the 13th Annual IEEE International Conference on Sensing, 2016

SkyEyes: adaptive video streaming from UAVs.
Proceedings of the 3rd Workshop on Hot Topics in Wireless, 2016

Social learning networks: Efficiency optimization for MOOC forums.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

RUSH: A RobUst ScHeduler to Manage Uncertain Completion-Times in Shared Clouds.
Proceedings of the 36th IEEE International Conference on Distributed Computing Systems, 2016

2015
Corrections to "Link-State Routing With Hop-By-Hop Forwarding Can Achieve Optimal Traffic Engineering".
IEEE/ACM Trans. Netw., 2015

Individualization for Education at Scale: MIIC Design and Preliminary Evaluation.
IEEE Trans. Learn. Technol., 2015

Stable Sleep Mode Optimization for Energy Efficient DSL.
IEEE Trans. Commun., 2015

Mining MOOC Clickstreams: On the Relationship Between Learner Video-Watching Behavior and Performance.
CoRR, 2015

Smart data pricing: using economics to manage network congestion.
Commun. ACM, 2015

RAPTOR: Routing Attacks on Privacy in Tor.
Proceedings of the 24th USENIX Security Symposium, 2015

How to Bid the Cloud.
Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015

SAMU: Design and implementation of selectivity-aware MU-MIMO for wideband WiFi.
Proceedings of the 12th Annual IEEE International Conference on Sensing, 2015

Do Mobile Data Plans Affect Usage? Results from a Pricing Trial with ISP Customers.
Proceedings of the Passive and Active Measurement - 16th International Conference, 2015

Improving user QoE for residential broadband: Adaptive traffic management at the network edge.
Proceedings of the 23rd IEEE International Symposium on Quality of Service, 2015

Secondary markets for mobile data: Feasibility and benefits of traded data plans.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

Adaptive video streaming over whitespace: SVC for 3-Tiered spectrum sharing.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

Convergence properties of general network selection games.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

Sponsoring mobile data: An economic analysis of the impact on users and content providers.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

Need for speed: CORA scheduler for optimizing completion-times in the cloud.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

Fair and optimal resource allocation for LTE multicast (eMBMS): Group partitioning and dynamics.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

MOOC performance prediction via clickstream data and social learning networks.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

CYRUS: towards client-defined cloud storage.
Proceedings of the Tenth European Conference on Computer Systems, 2015

2014
IEEE TNSE Inaugural Issue Editorial.
IEEE Trans. Netw. Sci. Eng., 2014

Learning about Social Learning in MOOCs: From Statistical Analysis to Generative Model.
IEEE Trans. Learn. Technol., 2014

SDP: smart data pricing, from theorems to trials.
SIGMETRICS Perform. Evaluation Rev., 2014

iBeam: Intelligent client-side multi-user beamforming in wireless networks.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

SAP: Similarity-aware partitioning for efficient cloud storage.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

Stock Market Prediction from WSJ: Text Mining via Sparse Matrix Factorization.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Social learning networks: A brief survey.
Proceedings of the 48th Annual Conference on Information Sciences and Systems, 2014

2013
Pricing-Based Decentralized Spectrum Access Control in Cognitive Radio Networks.
IEEE/ACM Trans. Netw., 2013

Fast Algorithms and Performance Bounds for Sum Rate Maximization in Wireless Networks.
IEEE/ACM Trans. Netw., 2013

Multiresource Allocation: Fairness-Efficiency Tradeoffs in a Unifying Framework.
IEEE/ACM Trans. Netw., 2013

From Technological Networks to Social Networks.
IEEE J. Sel. Areas Commun., 2013

A survey of smart data pricing: Past proposals, current plans, and future trends.
ACM Comput. Surv., 2013

Mind Your Own Bandwidth: An Edge Solution to Peak-hour Broadband Congestion.
CoRR, 2013

Joint Server Selection and Routing for Geo-replicated Services.
Proceedings of the IEEE/ACM 6th International Conference on Utility and Cloud Computing, 2013

Making 802.11 DCF near-optimal: Design, implementation, and evaluation.
Proceedings of the 10th Annual IEEE International Conference on Sensing, 2013

Self-Adaptive, Deadline-Aware Resource Control in Cloud Computing.
Proceedings of the 7th IEEE International Conference on Self-Adaptation and Self-Organizing Systems Workshops, 2013

A scheduling framework for adaptive video delivery over cellular networks.
Proceedings of the 19th Annual International Conference on Mobile Computing and Networking, 2013

Intra-data-center traffic engineering with ensemble routing.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

RAT selection games in HetNets.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Quantifying Political Leaning from Tweets and Retweets.
Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013

A framework for energy-efficient adaptive jamming of adversarial communications.
Proceedings of the 47th Annual Conference on Information Sciences and Systems, 2013

When the price is right: enabling time-dependent pricing of broadband data.
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

Why Steiner-tree type algorithms work for community detection.
Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013

2012
Power Control for Cognitive Radio Networks: Axioms, Algorithms, and Analysis.
IEEE/ACM Trans. Netw., 2012

Global 1-Mbps Peer-Assisted Streaming: Fine-Grain Measurement of a Configurable Platform.
IEEE Trans. Multim., 2012

Indoor Location Estimation with Reduced Calibration Exploiting Unlabeled Data via Hybrid Generative/Discriminative Learning.
IEEE Trans. Mob. Comput., 2012

Congestion Control for Multicast Flows With Network Coding.
IEEE Trans. Inf. Theory, 2012

Throughput and Delay Performance of DSL Broadband Access with Cross-Layer Dynamic Spectrum Management.
IEEE Trans. Commun., 2012

Distributed Nonconvex Power Control using Gibbs Sampling.
IEEE Trans. Commun., 2012

The Evolution of Online Social Networks: A tutorial survey.
IEEE Signal Process. Mag., 2012

Iterative resource pooling for bandwidth allocation in TDM-PON: algorithm, convergence and experimental evaluation.
Photonic Netw. Commun., 2012

Optimized Day-Ahead Pricing for Smart Grids with Device-Specific Scheduling Flexibility.
IEEE J. Sel. Areas Commun., 2012

Selfish Random Access over Wireless Channels with Multipacket Reception.
IEEE J. Sel. Areas Commun., 2012

A Taxonomy of Censors and Anti-Censors Part II: Anti-Censorship Technologies.
Int. J. E Politics, 2012

A Taxonomy of Censors and Anti-Censors: Part I-Impacts of Internet Censorship.
Int. J. E Politics, 2012

Content Aware Optimization for Video Delivery over WCDMA.
EURASIP J. Wirel. Commun. Netw., 2012

Making 802.11 DCF Optimal: Design, Implementation, and Evaluation
CoRR, 2012

Pricing Data: A Look at Past Proposals, Current Plans, and Future Trends
CoRR, 2012

Incentivizing time-shifting of data: a survey of time-dependent pricing for internet access.
IEEE Commun. Mag., 2012

Why watching movie tweets won't tell the whole story?
Proceedings of the 2012 ACM workshop on Workshop on Online Social Networks, 2012

Aperator: Making Tweets Enable Actionable Commands on Third Party Web Applications.
Proceedings of the 3rd USENIX Conference on Web Application Development, 2012

Identifying online communities of interest using side information.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Distributed wide-area traffic management for cloud services.
Proceedings of the ACM SIGMETRICS/PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, 2012

TUBE: time-dependent pricing for mobile data.
Proceedings of the ACM SIGCOMM 2012 Conference, 2012

Autonomous, Collaborative Control for Resilient Cyber Defense (ACCORD).
Proceedings of the Sixth IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops, 2012

Demo: enabling mobile time-dependent pricing.
Proceedings of the 10th International Conference on Mobile Systems, 2012

MIDU: enabling MIMO full duplex.
Proceedings of the 18th Annual International Conference on Mobile Computing and Networking, 2012

Analysis of Slotted Aloha with multipacket messages in clustered surveillance networks.
Proceedings of the 31st IEEE Military Communications Conference, 2012

Multi-resource allocation: Fairness-efficiency tradeoffs in a unifying framework.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Joint VM placement and routing for data center traffic engineering.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Better energy-delay tradeoff via server resource pooling.
Proceedings of the International Conference on Computing, Networking and Communications, 2012

Energy efficient DSL via heterogeneous sleeping states: Optimization structures and operation guidelines.
Proceedings of the 2012 IEEE Global Communications Conference, 2012

QAVA: quota aware video adaptation.
Proceedings of the Conference on emerging Networking Experiments and Technologies, 2012

Teaching 20Q of networks.
Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012

2011
Key Management in Sensor Networks.
Proceedings of the Theoretical Aspects of Distributed Computing in Sensor Networks, 2011

Energy Conservation and Interference Mitigation: From Decoupling Property to Win-Win Strategy.
IEEE Trans. Wirel. Commun., 2011

Maximizing Sum Rate and Minimizing MSE on Multiuser Downlink: Optimality, Fast Algorithms and Equivalence via Max-min SINR.
IEEE Trans. Signal Process., 2011

Link-State Routing With Hop-by-Hop Forwarding Can Achieve Optimal Traffic Engineering.
IEEE/ACM Trans. Netw., 2011

Stability and benefits of suboptimal utility maximization.
IEEE/ACM Trans. Netw., 2011

Peer-to-Peer Streaming Capacity.
IEEE Trans. Inf. Theory, 2011

Optimization of Amplify-and-Forward Multicarrier Two-Hop Transmission.
IEEE Trans. Commun., 2011

Fair greening of broadband access: spectrum management for energy-efficient DSL networks.
EURASIP J. Wirel. Commun. Netw., 2011

Congestion control and its stability in networks with delay sensitive traffic.
Comput. Networks, 2011

On the Volatility of Online Ratings: An Empirical Study.
Proceedings of the E-Life: Web-Enabled Convergence of Commerce, Work, and Social Life, 2011

Model-based architecture analysis for wireless healthcare.
Proceedings of the First ACM MobiHoc Workshop on Pervasive Wireless Healthcare, 2011

Pricing-based spectrum access control in cognitive radio networks with random access.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Revenue sharing among ISPs in two-sided markets.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Experimental evaluation of optimal CSMA.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Time-Dependent Broadband Pricing: Feasibility and Benefits.
Proceedings of the 2011 International Conference on Distributed Computing Systems, 2011

Stable Sleeping in DSL Broadband Access: Feasibility and Tradeoffs.
Proceedings of the Global Communications Conference, 2011

The Sharing-Mart System: Digital Content Sharing, Online Auctions, and Incentives.
Proceedings of the Game Theory for Networks - 2nd International ICST Conference, 2011

Selfish Random Access: Equilibrium Conditions and Best-Response Learning.
Proceedings of the Game Theory for Networks - 2nd International ICST Conference, 2011

Measuring fairness: Axioms and applications.
Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010
Intelligent Video Network Engineering with Distributed Optimization: Two Case Studies.
Proceedings of the Intelligent Multimedia Communication: Techniques and Applications, 2010

Design for Optimizability: Traffic Management of a Future Internet.
Proceedings of the Algorithms for Next Generation Networks, 2010

Towards utility-optimal random access without message passing.
Wirel. Commun. Mob. Comput., 2010

Equilibrium of Heterogeneous Congestion Control: Optimality and Stability.
IEEE/ACM Trans. Netw., 2010

Average message delivery time for small-world networks in the continuum limit.
IEEE Trans. Inf. Theory, 2010

Network resource allocation for competing multiple description transmissions.
IEEE Trans. Commun., 2010

Fair greening for DSL broadband access.
SIGMETRICS Perform. Evaluation Rev., 2010

QoS-revenue tradeoff with time-constrained ISP pricing.
Proceedings of the 18th International Workshop on Quality of Service, 2010

Minimizing streaming delay in homogeneous peer-to-peer networks.
Proceedings of the IEEE International Symposium on Information Theory, 2010

Resource Allocation over Network Dynamics without Timescale Separation.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

An Axiomatic Theory of Fairness in Network Resource Allocation.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

Pricing under Constraints in Access Networks: Revenue Maximization and Congestion Management.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

P2P Streaming Capacity under Node Degree Bound.
Proceedings of the 2010 International Conference on Distributed Computing Systems, 2010

Proxy-P2P Streaming under the Microscope: Fine-Grain Measurement of a Configurable Platform.
Proceedings of the 19th International Conference on Computer Communications and Networks, 2010

Globally Optimal Distributed Power Control for Nonconcave Utility Maximization.
Proceedings of the Global Communications Conference, 2010

Energy Efficient Assisted GPS Measurement and Path Reconstruction for People Tracking.
Proceedings of the Global Communications Conference, 2010

Optimal sleep patterns for serving delay-tolerant jobs.
Proceedings of the 1st International Conference on Energy-Efficient Computing and Networking, 2010

2009
Utility-optimal random access without message passing.
IEEE Trans. Wirel. Commun., 2009

Utility-optimal random access: Reduced complexity, fast convergence, and robust performance.
IEEE Trans. Wirel. Commun., 2009

Energy-robustness tradeoff in cellular network power control.
IEEE/ACM Trans. Netw., 2009

Content-Aware Distortion-Fair Video Streaming in Congested Networks.
IEEE Trans. Multim., 2009

Queue back-pressure random access in multihop wireless networks: optimality and stability.
IEEE Trans. Inf. Theory, 2009

Stability, fairness, and performance: a flow-level study on nonconvex and time-varying rate regions.
IEEE Trans. Inf. Theory, 2009

Scheduling and Resource Allocation for SVC Streaming Over OFDM Downlink Systems.
IEEE Trans. Circuits Syst. Video Technol., 2009

Optimal Rate-Reliability-Delay Tradeoff in Networks with Composite Links.
IEEE Trans. Commun., 2009

On Unbounded Path-Loss Models: Effects of Singularity on Wireless Network Performance.
IEEE J. Sel. Areas Commun., 2009

An Axiomatic Theory of Fairness
CoRR, 2009

Wireless scheduling.
Proceedings of the 7th International Symposium on Modeling and Optimization in Mobile, 2009

Cooperative content distribution and traffic engineering in an ISP network.
Proceedings of the Eleventh International Joint Conference on Measurement and Modeling of Computer Systems, 2009

Delay and effective throughput of wireless scheduling in heavy traffic regimes: vacation model for complexity.
Proceedings of the 10th ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, 2009

Congestion location detection: Methodology, algorithm, and performance.
Proceedings of the 17th International Workshop on Quality of Service, 2009

Maximizing sum rate and minimizing MSE on multiuser downlink: Optimality, fast algorithms and equivalence via max-min SIR.
Proceedings of the IEEE International Symposium on Information Theory, 2009

Network Pricing and Rate Allocation with Content Provider Participation.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

The content-pipe divide.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Green DSL: Energy-Efficient DSM.
Proceedings of IEEE International Conference on Communications, 2009

Multi-Path Key Establishment against REM Attacks in Wireless Ad Hoc Networks.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

P2P-ISP Cooperation: Risks and Mitigation in Multiple-ISP Networks.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

Towards optimal MAC without message passing in wireless networks.
Proceedings of the 4th International Conference on Future Internet Technologies, 2009

Optimal Transmission Scheduling for Scalable Wireless Video Broadcast with Rateless Erasure Correction Code.
Proceedings of the 6th IEEE Consumer Communications and Networking Conference, 2009

Energy-Efficient Video Transmission Scheduling for Wireless Peer-to-Peer Live Streaming.
Proceedings of the 6th IEEE Consumer Communications and Networking Conference, 2009

Convergence and tradeoff of utility-optimal CSMA.
Proceedings of the 6th International ICST Conference on Broadband Communications, 2009

Implementing utility-optimal CSMA.
Proceedings of the 47th Annual Allerton Conference on Communication, 2009

P2P streaming capacity: Survey and recent results.
Proceedings of the 47th Annual Allerton Conference on Communication, 2009

2008
Transport Layer.
Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008

Optimal Power Allocation for Distributed Detection Over MIMO Channels in Wireless Sensor Networks.
IEEE Trans. Signal Process., 2008

Distributed uplink power control for optimal sir assignment in cellular data networks.
IEEE/ACM Trans. Netw., 2008

The Impact of Stochastic Noisy Feedback on Distributed Network Utility Maximization.
IEEE Trans. Inf. Theory, 2008

Joint Source Adaptation and Resource Allocation for Multi-User Wireless Video Streaming.
IEEE Trans. Circuits Syst. Video Technol., 2008

Elastic service availability: utility framework and optimal provisioning.
IEEE J. Sel. Areas Commun., 2008

Auction-Based Resource Allocation for Cooperative Communications.
IEEE J. Sel. Areas Commun., 2008

On the Achievable Efficiency-Fairness Tradeoff in Utility-Optimal MAC Protocols.
IEICE Trans. Commun., 2008

Stochastic network utility maximisation - a tribute to Kelly's paper published in this journal a decade ago.
Eur. Trans. Telecommun., 2008

Rethinking virtual network embedding: substrate support for path splitting and migration.
Comput. Commun. Rev., 2008

A cut-off phenomenon in location based random access games with imperfect information.
Proceedings of the 4th Annual International Conference on Wireless Internet, 2008

Performance bounds for peer-assisted live streaming.
Proceedings of the 2008 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2008

Cooperative content distribution and traffic engineering.
Proceedings of the ACM SIGCOMM 2008 Workshop on Economics of Networked Systems, 2008

Complexity in wireless scheduling: impact and tradeoffs.
Proceedings of the 9th ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, 2008

Optimality certificate of dynamic spectrum management in multi-carrier interference channels.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

On the asymptotic behavior of selfish transmitters sharing a common channel.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

Expected message delivery time for small-world networks in the continuum limit.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

On Survivable Access Network Design: Complexity and Algorithms.
Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008

How Bad is Suboptimal Rate Allocation?
Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008

Video transmission scheduling for peer-to-peer live streaming systems.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Wireless Scheduling Algorithms with O(1) Overhead for M-Hop Interference Model.
Proceedings of IEEE International Conference on Communications, 2008

Downlink OFDM Scheduling and Resource Allocation for Delay Constraint SVC Streaming.
Proceedings of IEEE International Conference on Communications, 2008

Auction-based resource allocation for multi-relay asynchronous cooperative networks.
Proceedings of the IEEE International Conference on Acoustics, 2008

Throughput and Delay of DSL Dynamic Spectrum Management with Dynamic Arrivals.
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

Content-Aware Distortion-Fair Video Streaming in Networks.
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

DaVinci: dynamically adaptive virtual networks for a customized internet.
Proceedings of the 2008 ACM Conference on Emerging Network Experiment and Technology, 2008

Throughput of random access without message passing.
Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008

Network distribution capacity and content-pipe gap.
Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008

Stability of congestion control schemes with delay sensitive traffic.
Proceedings of the American Control Conference, 2008

P2P streaming capacity for heterogeneous users with degree bounds.
Proceedings of the 46th Annual Allerton Conference on Communication, 2008

2007
Utility-Optimal Random-Access Control.
IEEE Trans. Wirel. Commun., 2007

Power Control By Geometric Programming.
IEEE Trans. Wirel. Commun., 2007

Autonomous Spectrum Balancing for Digital Subscriber Lines.
IEEE Trans. Signal Process., 2007

Equilibrium of heterogeneous congestion control: existence and uniqueness.
IEEE/ACM Trans. Netw., 2007

Distributed rate allocation for inelastic flows.
IEEE/ACM Trans. Netw., 2007

Alternative Distributed Algorithms for Network Utility Maximization: Framework and Applications.
IEEE Trans. Autom. Control., 2007

Layering as Optimization Decomposition: A Mathematical Theory of Network Architectures.
Proc. IEEE, 2007

Reverse-Engineering MAC: A Non-Cooperative Game Model.
IEEE J. Sel. Areas Commun., 2007

Towards Robust Multi-Layer Traffic Engineering: Optimization of Congestion Control and Routing.
IEEE J. Sel. Areas Commun., 2007

Power Control in Wireless Cellular Networks.
Found. Trends Netw., 2007

Don't optimize existing protocols, design optimizable protocols.
Comput. Commun. Rev., 2007

Keynote Speaker.
Proceedings of the 5th International Symposium on Modeling and Optimization in Mobile, 2007

Flow-level stability of data networks with non-convex and time-varying rate regions.
Proceedings of the 2007 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2007

Re-examining Probabilistic Versus Deterministic Key Management.
Proceedings of the IEEE International Symposium on Information Theory, 2007

Joint Beamforming and Power Control for Optimal SIR Assignment in Cellular Uplinks.
Proceedings of the IEEE International Symposium on Information Theory, 2007

Optimal Provisioning of Elastic Service Availability.
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

DEFT: Distributed Exponentially-Weighted Flow Splitting.
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

Exploiting Hidden Convexity For Flexible And Robust Resource Allocation In Cellular Networks.
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

Statistical Multiplexing Over DSL Networks.
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

Optimization Based Rate Control for Multicast with Network Coding.
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

Fast Coper for Broadband Access: An Overview.
Proceedings of the IEEE International Conference on Acoustics, 2007

Congestion Control in Networks with Delay Sensitive Traffic.
Proceedings of the Global Communications Conference, 2007

Auction-Based Distributed Resource Allocation for Cooperation Transmission in Wireless Networks.
Proceedings of the Global Communications Conference, 2007

Secure Key Management Architecture Against Sensor-Node Fabrication Attacks.
Proceedings of the Global Communications Conference, 2007

Rethinking internet traffic management: from multiple decompositions to a practical protocol.
Proceedings of the 2007 ACM Conference on Emerging Network Experiment and Technology, 2007

2006
Introduction to the special issue on networking and information theory.
IEEE/ACM Trans. Netw., 2006

A Tutorial on Decomposition Methods for Network Utility Maximization.
IEEE J. Sel. Areas Commun., 2006

A game-theoretic approach to energy-efficient power control in multicarrier CDMA systems.
IEEE J. Sel. Areas Commun., 2006

Price-based distributed algorithms for rate-reliability tradeoff in network utility maximization.
IEEE J. Sel. Areas Commun., 2006

Jointly optimal congestion and contention control based on network utility maximization.
IEEE Commun. Lett., 2006

Optimal and Suboptimal Finger Selection Algorithms for MMSE Rake Receivers in Impulse Radio Ultra-Wideband Systems.
EURASIP J. Wirel. Commun. Netw., 2006

Optimal and Suboptimal Finger Selection Algorithms for MMSE Rake Receivers in Impulse Radio UWB Systems
CoRR, 2006

Reverse engineering MAC.
Proceedings of the 4th International Symposium on Modeling and Optimization in Mobile, 2006

Jointly Optimal Congestion and Medium Access Control in Ad Hoc Wireless Networks.
Proceedings of the 63rd IEEE Vehicular Technology Conference, 2006

Equilibrium of Heterogeneous Congestion Control Protocols.
Proceedings of the 2006 IEEE Information Theory Workshop, 2006

Layering As Optimization Decomposition: Framework and Examples.
Proceedings of the 2006 IEEE Information Theory Workshop, 2006

Autonomous Spectrum Balancing (ASB) for Frequency Selective Interference Channels.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

Alternative Decompositions for Distributed Maximization of Network Utility: Framework and Applications.
Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006

Utility-Optimal Medium Access Control: Reverse and Forward Engineering.
Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006

Network Utility Maximization and Price-Based Distributed Algorithms for Rate-Reliability Tradeoff.
Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006

Distributed Uplink Power Control for Optimal SIR Assignment in Cellular Data Networks.
Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006

Cross-Layer Congestion Control, Routing and Scheduling Design in Ad Hoc Wireless Networks.
Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006

Utility-Lifetime Trade-off in Self-regulating Wireless Sensor Networks: A Cross-Layer Design Approach.
Proceedings of IEEE International Conference on Communications, 2006

TCP/IP Interaction Based on Congestion Price: Stability and Optimality.
Proceedings of IEEE International Conference on Communications, 2006

Distributed Optimization of Coupled Systems With Applications to Network Utility Maximization.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Can Congestion Control and Traffic Engineering Be at Odds?
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

Transient Analysis for Wireless Power Control.
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

Finger selection for UWB rake receivers.
Proceedings of the 14th European Signal Processing Conference, 2006

Optimal Utility-Lifetime Trade-off in Self-regulating Wireless Sensor Networks: A Distributed Approach.
Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006

Layering As Optimization Decomposition: Current Status and Open Issues.
Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006

2005
Channel capacity and state estimation for state-dependent Gaussian channels.
IEEE Trans. Inf. Theory, 2005

Balancing transport and physical Layers in wireless multihop networks: jointly optimal congestion control and power control.
IEEE J. Sel. Areas Commun., 2005

Geometric Programming for Communication Systems.
Found. Trends Commun. Inf. Theory, 2005

A Game-Theoretic Approach to Energy-Efficient Power Control in Multi-Carrier CDMA Systems
CoRR, 2005

A Genetic Algorithm Based Finger Selection Scheme for UWB MMSE Rake Receivers
CoRR, 2005

A non-cooperative power control game for multi-carrier CDMA systems.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2005

Network utility maximization with nonconcave, coupled, and reliability-based uilities.
Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2005

Optimization and Control of Communication Networks.
Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2005

Distributed algorithms for optimal rate-reliability tradeoff in networks.
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

Network equilibrium of heterogeneous congestion control protocols.
Proceedings of the INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies, 2005

Distributed rate allocation for inelastic flows: optimization frameworks, optimality conditions, and optimal algorithms.
Proceedings of the INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies, 2005

Solving nonconvex power control problems in wireless networks: low SIR regime and distributed algorithms.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

Alternative decompositions and distributed algorithms for network utility maximization.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

Network Utility Maximization With Nonconcave Utilities Using Sum-of-Squares Method.
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

2004
Geometric programming duals of channel capacity and rate distortion.
IEEE Trans. Inf. Theory, 2004

Matching air-interface with backbone: end-to-end resource allocation in hybrid networks.
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

Balancing Supply and Demand of Bandwidth in Wireless Cellular Networks: Utility Maximization over Powers and Rates.
Proceedings of the Proceedings IEEE INFOCOM 2004, 2004

To Layer or not to Layer: Balancing Transport and Physical Layers in Wireless Multihop Networks.
Proceedings of the Proceedings IEEE INFOCOM 2004, 2004

2003
Efficient optimization of constrained nonlinear resource allocation.
Proceedings of the Global Telecommunications Conference, 2003

Jointly optimal congestion control and power control in wireless multihop networks.
Proceedings of the Global Telecommunications Conference, 2003

2002
Duality between channel capacity and rate distortion with two-sided state information.
IEEE Trans. Inf. Theory, 2002

QoS and Fairness Constrained Convex Optimization of Resource Allocation for Wireless Cellular and Ad Hoc Networks.
Proceedings of the Proceedings IEEE INFOCOM 2002, 2002

Convex optimization of output link scheduling and active queue management in QoS constrained packet switches.
Proceedings of the IEEE International Conference on Communications, 2002

Efficient nonlinear optimizations of queuing systems.
Proceedings of the Global Telecommunications Conference, 2002

Distributed network control through sum product algorithm on graphs.
Proceedings of the Global Telecommunications Conference, 2002

2001
Robust and QoS constrained optimization of power control in wireless cellular networks.
Proceedings of the 54th IEEE Vehicular Technology Conference, 2001

Admission control, power control and QoS analyses for ad hoc wireless networks.
Proceedings of the IEEE International Conference on Communications, 2001

Resource allocation for QoS provisioning in wireless ad hoc networks.
Proceedings of the Global Telecommunications Conference, 2001

LORA: robust and simple routing algorithms for ad hoc mobile wireless networks.
Proceedings of the Global Telecommunications Conference, 2001


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