R. Srikant

Orcid: 0000-0003-1483-5204

Affiliations:
  • University of Illinois at Urbana-Champaign, Department of Electrical and Computer Engineering, IL, USA


According to our database1, R. Srikant authored at least 305 papers between 1990 and 2024.

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Bibliography

2024
Adaptive KL-UCB Based Bandit Algorithms for Markovian and I.I.D. Settings.
IEEE Trans. Autom. Control., April, 2024

On the Global Convergence of Policy Gradient in Average Reward Markov Decision Processes.
CoRR, 2024

Exploration-Driven Policy Optimization in RLHF: Theoretical Insights on Efficient Data Utilization.
CoRR, 2024

Convergence for Natural Policy Gradient on Infinite-State Average-Reward Markov Decision Processes.
CoRR, 2024

Rates of Convergence in the Central Limit Theorem for Markov Chains, with an Application to TD Learning.
CoRR, 2024

Cascading Reinforcement Learning.
CoRR, 2024

2023
Finite Sample Analysis for Structured Discrete System Identification.
IEEE Trans. Autom. Control., October, 2023

Sample Complexity and Overparameterization Bounds for Temporal-Difference Learning With Neural Network Approximation.
IEEE Trans. Autom. Control., May, 2023

Striking a Balance: An Optimal Mechanism Design for Heterogenous Differentially Private Data Acquisition for Logistic Regression.
CoRR, 2023

A New Policy Iteration Algorithm For Reinforcement Learning in Zero-Sum Markov Games.
CoRR, 2023

A Provably Improved Algorithm for Crowdsourcing with Hard and Easy Tasks.
CoRR, 2023

Performance Bounds for Policy-Based Average Reward Reinforcement Learning Algorithms.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Modified Policy Iteration for Exponential Cost Risk Sensitive MDPs.
Proceedings of the Learning for Dynamics and Control Conference, 2023

Collaborative Multi-Agent Heterogeneous Multi-Armed Bandits.
Proceedings of the International Conference on Machine Learning, 2023

Performance Bounds for Policy-Based Reinforcement Learning Methods in Zero-Sum Markov Games with Linear Function Approximation.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

On the Convergence of Natural Policy Gradient and Mirror Descent-Like Policy Methods for Average-Reward MDPs.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Learning While Scheduling in Multi-Server Systems With Unknown Statistics: MaxWeight with Discounted UCB.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

On The Convergence Of Policy Iteration-Based Reinforcement Learning With Monte Carlo Policy Evaluation.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022
Revisiting Landscape Analysis in Deep Neural Networks: Eliminating Decreasing Paths to Infinity.
SIAM J. Optim., December, 2022

Heavy-Traffic Insensitive Bounds for Weighted Proportionally Fair Bandwidth Sharing Policies.
Math. Oper. Res., November, 2022

3M-RL: Multi-Resolution, Multi-Agent, Mean-Field Reinforcement Learning for Autonomous UAV Routing.
IEEE Trans. Intell. Transp. Syst., 2022

An algorithm for improved delay-scaling in input-queued switches.
Queueing Syst. Theory Appl., 2022

On the Consistency of Maximum Likelihood Estimators for Causal Network Identification.
IEEE Control. Syst. Lett., 2022

MaxWeight With Discounted UCB: A Provably Stable Scheduling Policy for Nonstationary Multi-Server Systems With Unknown Statistics.
CoRR, 2022

Finite-Time Analysis of Entropy-Regularized Neural Natural Actor-Critic Algorithm.
CoRR, 2022

Learning to Control Partially Observed Systems with Finite Memory.
CoRR, 2022

A Policy Gradient Algorithm for the Risk-Sensitive Exponential Cost MDP.
CoRR, 2022

Minimax Regret for Cascading Bandits.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Online Learning-Based Rate Selection for Wireless Interactive Panoramic Scene Delivery.
Proceedings of the IEEE INFOCOM 2022, 2022

Regret Bounds for Stochastic Shortest Path Problems with Linear Function Approximation.
Proceedings of the International Conference on Machine Learning, 2022

Reinforcement Learning with Unbiased Policy Evaluation and Linear Function Approximation.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Improved Algorithms for Misspecified Linear Markov Decision Processes.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021
Robust Multi-Agent Bandits Over Undirected Graphs.
Proc. ACM Meas. Anal. Comput. Syst., 2021

Wireless scheduling with deadline and power constraints.
Perform. Evaluation, 2021

JSAIT Editorial for the Special Issue on "Beyond Errors and Erasures: Coding for Data Management and Delivery in Networks".
IEEE J. Sel. Areas Inf. Theory, 2021

The Role of Lookahead and Approximate Policy Evaluation in Policy Iteration with Linear Value Function Approximation.
CoRR, 2021

Linear Convergence of Entropy-Regularized Natural Policy Gradient with Linear Function Approximation.
CoRR, 2021

Achieving Small Test Error in Mildly Overparameterized Neural Networks.
CoRR, 2021

Sample Complexity and Overparameterization Bounds for Projection-Free Neural TD Learning.
CoRR, 2021

Optimistic Policy Iteration for MDPs with Acyclic Transient State Structure.
CoRR, 2021

Robust Multi-Agent Multi-Armed Bandits.
Proceedings of the MobiHoc '21: The Twenty-second International Symposium on Theory, 2021

The Dynamics of Gradient Descent for Overparametrized Neural Networks.
Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, 2021

Combining Reinforcement Learning with Model Predictive Control for On-Ramp Merging.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

2020
Identification and Asymptotic Localization of Rumor Sources Using the Method of Types.
IEEE Trans. Netw. Sci. Eng., 2020

The Global Landscape of Neural Networks: An Overview.
IEEE Signal Process. Mag., 2020

Optimal Load Balancing with Locality Constraints.
Proc. ACM Meas. Anal. Comput. Syst., 2020

One-bit feedback is sufficient for upper confidence bound policies.
CoRR, 2020

Combining Reinforcement Learning with Model Predictive Control for On-Ramp Merging.
CoRR, 2020

Hellinger KL-UCB based Bandit Algorithms for Markovian and i.i.d. Settings.
CoRR, 2020

Optimal Load Balancing in Bipartite Graphs.
CoRR, 2020

Provably-Efficient Double Q-Learning.
CoRR, 2020

Continuous-Time Multi-Armed Bandits with Controlled Restarts.
CoRR, 2020

Thompson-Sampling-Based Wireless Transmission for Panoramic Video Streaming.
Proceedings of the 18th International Symposium on Modeling and Optimization in Mobile, 2020

The Mean-Squared Error of Double Q-Learning.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Emulating round-robin for serving dynamic flows over wireless fading channels.
Proceedings of the Mobihoc '20: The Twenty-first ACM International Symposium on Theory, 2020

The Role of Regularization in Overparameterized Neural Networks.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020

Budget-Constrained Bandits over General Cost and Reward Distributions.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019
Learning Latent Events From Network Message Logs.
IEEE/ACM Trans. Netw., 2019

Mixing Times and Structural Inference for Bernoulli Autoregressive Processes.
IEEE Trans. Netw. Sci. Eng., 2019

Delay asymptotics and bounds for multitask parallel jobs.
Queueing Syst. Theory Appl., 2019

Learning to Control Renewal Processes with Bandit Feedback.
Proc. ACM Meas. Anal. Comput. Syst., 2019

Finite-Time Error Bounds For Linear Stochastic Approximation and TD Learning.
CoRR, 2019

Almost Boltzmann Exploration.
CoRR, 2019

Computationally Efficient, Stable Scheduling for Wireless Systems with Limited Probing.
Proceedings of the International Symposium on Modeling and Optimization in Mobile, 2019

Optimization and Learning Algorithms for Stochastic and Adversarial Power Control.
Proceedings of the International Symposium on Modeling and Optimization in Mobile, 2019

Optimal Search Segmentation Mechanisms for Online Platform Markets.
Proceedings of the Web and Internet Economics - 15th International Conference, 2019

Finite-Time Performance Bounds and Adaptive Learning Rate Selection for Two Time-Scale Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Link Rate Selection using Constrained Thompson Sampling.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Finite-Time Error Bounds For Linear Stochastic Approximation andTD Learning.
Proceedings of the Conference on Learning Theory, 2019

2018
Mean-Field Analysis of Coding Versus Replication in Large Data Storage Systems.
ACM Trans. Model. Perform. Evaluation Comput. Syst., 2018

Delay Asymptotics and Bounds for Multi-Task Parallel Jobs.
SIGMETRICS Perform. Evaluation Rev., 2018

Optimal heavy-traffic queue length scaling in an incompletely saturated switch.
Queueing Syst. Theory Appl., 2018

Learning Latent Events from Network Message Logs: A Decomposition Based Approach.
CoRR, 2018

Adding One Neuron Can Eliminate All Bad Local Minima.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Pricing for Revenue Maximization in Inter-DataCenter Networks.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Correcting the Output of Approximate Graph Matching Algorithms.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Low-Complexity, Low-Regret Link Rate Selection in Rapidly-Varying Wireless Channels.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Understanding the Loss Surface of Neural Networks for Binary Classification.
Proceedings of the 35th International Conference on Machine Learning, 2018

Understanding the Loss Surface of Single-Layered Neural Networks for Binary Classification.
Proceedings of the 6th International Conference on Learning Representations, 2018

Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks.
Proceedings of the 6th International Conference on Learning Representations, 2018

Convergence Rate of Distributed Subgradient Methods under Communication Delays.
Proceedings of the 2018 Annual American Control Conference, 2018

Convergence Rate of Distributed Consensus with Nonuniform Delays.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017
On Projected Stochastic Gradient Descent Algorithm with Weighted Averaging for Least Squares Regression.
IEEE Trans. Autom. Control., 2017

Distributed Learning Algorithms for Spectrum Sharing in Spatial Random Access Wireless Networks.
IEEE Trans. Autom. Control., 2017

Heavy-Traffic Delay Insensitivity in Connection-Level Models of Data Transfer with Proportionally Fair Bandwidth Sharing.
SIGMETRICS Perform. Evaluation Rev., 2017

The Drift Method for Heavy Traffic Limits, with Applications in Data Centers and Networks.
SIGMETRICS Perform. Evaluation Rev., 2017

Correction to "Queue-proportional rate allocation with per-link information in multihop wireless networks".
Queueing Syst. Theory Appl., 2017

On the Convergence Rate of Distributed Gradient Methods for Finite-Sum Optimization under Communication Delays.
Proc. ACM Meas. Anal. Comput. Syst., 2017

The Power of Slightly More than One Sample in Randomized Load Balancing.
Math. Oper. Res., 2017

Asymptotic response time analysis for multi-task parallel jobs.
CoRR, 2017

Principled Detection of Out-of-Distribution Examples in Neural Networks.
CoRR, 2017

Emulating Round-Robin in Wireless Networks.
Proceedings of the 18th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2017

Why Deep Neural Networks for Function Approximation?
Proceedings of the 5th International Conference on Learning Representations, 2017

Structure identification in layered precedence networks.
Proceedings of the IEEE Conference on Control Technology and Applications, 2017

2016
Scheduling Storms and Streams in the Cloud.
ACM Trans. Model. Perform. Evaluation Comput. Syst., 2016

Queue-proportional rate allocation with per-link information in multihop wireless networks.
Queueing Syst. Theory Appl., 2016

Double Thompson Sampling for Dueling Bandits.
CoRR, 2016

Why Deep Neural Networks?
CoRR, 2016

Mean-field-analysis of coding versus replication in cloud storage systems.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

Maximum likelihood rumor source detection in a star network.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Optimal distributed scheduling of real-time traffic with hard deadlines.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Controlled link shedding for maximizing supportable demand of a disrupted power network.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

2015
Network Games.
Proceedings of the Encyclopedia of Systems and Control, 2015

On the Impossibility of Localizing Multiple Rumor Sources in a Line Graph.
SIGMETRICS Perform. Evaluation Rev., 2015

Heavy-Traffic Behavior of the MaxWeight Algorithm in a Switch with Uniform Traffic.
SIGMETRICS Perform. Evaluation Rev., 2015

Improving Channel Utilization via Cooperative Spectrum Sensing With Opportunistic Feedback in Cognitive Radio Networks.
IEEE Commun. Lett., 2015

Distributed learning algorithms for spectrum sharing in spatial random access networks.
Proceedings of the 13th International Symposium on Modeling and Optimization in Mobile, 2015

Power of <i>d</i> Choices for Large-Scale Bin Packing: A Loss Model.
Proceedings of the 2015 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2015

Clustering and Inference From Pairwise Comparisons.
Proceedings of the 2015 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2015

Queue-Proportional Rate Allocation with Per-Link Information in Multihop Networks.
Proceedings of the 2015 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2015

Bandits with Budgets: Regret Lower Bounds and Optimal Algorithms.
Proceedings of the 2015 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2015

Algorithms with Logarithmic or Sublinear Regret for Constrained Contextual Bandits.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Exploiting large system dynamics for designing simple data center schedulers.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

On the universality of age-based scheduling in wireless networks.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

2014
Scheduling Jobs With Unknown Duration in Clouds.
IEEE/ACM Trans. Netw., 2014

All-to-All Communication in Random Regular Directed Graphs.
IEEE Trans. Netw. Sci. Eng., 2014

Scheduling in Multi-Channel Wireless Networks: Rate Function Optimality in the Small-Buffer Regime.
IEEE Trans. Inf. Theory, 2014

The Stability of Longest-Queue-First Scheduling With Variable Packet Sizes.
IEEE Trans. Autom. Control., 2014

Flow-Level Stability of Wireless Networks: Separation of Congestion Control and Scheduling.
IEEE Trans. Autom. Control., 2014

Bidding with limited statistical knowledge in online auctions.
SIGMETRICS Perform. Evaluation Rev., 2014

Asymptotic optimality of BestFit for stochastic bin packing.
SIGMETRICS Perform. Evaluation Rev., 2014

Heavy traffic optimal resource allocation algorithms for cloud computing clusters.
Perform. Evaluation, 2014

Collaborative filtering with information-rich and information-sparse entities.
Mach. Learn., 2014

Opinion dynamics in social networks with stubborn agents: Equilibrium and convergence rate.
Autom., 2014

Jointly clustering rows and columns of binary matrices: algorithms and trade-offs.
Proceedings of the ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, 2014

LP-relaxation based distributed algorithms for scheduling in wireless networks.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

EasyBid: Enabling cellular offloading via small players.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

Random Block-Coordinate Gradient Projection Algorithms.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

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

The Impact of Access Probabilities on the Delay Performance of Q-CSMA Algorithms in Wireless Networks.
IEEE/ACM Trans. Netw., 2013

Back-Pressure-Based Packet-by-Packet Adaptive Routing in Communication Networks.
IEEE/ACM Trans. Netw., 2013

Throughput-Optimal CSMA With Imperfect Carrier Sensing.
IEEE/ACM Trans. Netw., 2013

Real-Time Peer-to-Peer Streaming Over Multiple Random Hamiltonian Cycles.
IEEE Trans. Inf. Theory, 2013

Guest Editorial: In-Network Computation: Exploring the Fundamental Limits.
IEEE J. Sel. Areas Commun., 2013

Achieving the Optimal Steaming Capacity and Delay Using Random Regular Digraphs in P2P Networks.
CoRR, 2013

On optimal routing in overloaded parallel queues.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Bandits with budgets.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Opinion dynamics in social networks: A local interaction game with stubborn agents.
Proceedings of the American Control Conference, 2013

Improved upper bounds on the expected error in constant step-size Q-learning.
Proceedings of the American Control Conference, 2013

2012
Q-CSMA: Queue-Length-Based CSMA/CA Algorithms for Achieving Maximum Throughput and Low Delay in Wireless Networks.
IEEE/ACM Trans. Netw., 2012

Low-Complexity Scheduling Algorithms for Multichannel Downlink Wireless Networks.
IEEE/ACM Trans. Netw., 2012

Fast Mixing of Parallel Glauber Dynamics and Low-Delay CSMA Scheduling.
IEEE Trans. Inf. Theory, 2012

Online Advertisement, Optimization and Stochastic Networks.
IEEE Trans. Autom. Control., 2012

Error bounds for constant step-size Q-learning.
Syst. Control. Lett., 2012

Asymptotically tight steady-state queue length bounds implied by drift conditions.
Queueing Syst. Theory Appl., 2012

Flow-Level Stability of Wireless Networks: Separation of Congestion Control and Packet Scheduling
CoRR, 2012

Flow-level stability of multihop wireless networks using only MAC-layer information.
Proceedings of the 10th International Symposium on Modeling and Optimization in Mobile, 2012

Peer-to-peer streaming over dynamic random Hamilton cycles.
Proceedings of the 2012 Information Theory and Applications Workshop, 2012

Learning graph structures in discrete Markov random fields.
Proceedings of the 2012 Proceedings IEEE INFOCOM Workshops, 2012

Stochastic models of load balancing and scheduling in cloud computing clusters.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Effect of access probabilities on the delay performance of Q-CSMA algorithms.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Connection-level scheduling in wireless networks using only MAC-layer information.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Achieving maximum throughput and minimum delay in heterogeneous Peer-to-Peer streaming networks.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

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

Cluster-Based Back-Pressure Routing Algorithm.
IEEE/ACM Trans. Netw., 2011

Coloring spatial point processes with applications to peer discovery in large wireless networks.
IEEE/ACM Trans. Netw., 2011

Throughput-optimal opportunistic scheduling in the presence of flow-level dynamics.
IEEE/ACM Trans. Netw., 2011

Improved bounds on the throughput efficiency of greedy maximal scheduling in wireless networks.
IEEE/ACM Trans. Netw., 2011

Impact of file arrivals and departures on buffer sizing in core routers.
IEEE/ACM Trans. Netw., 2011

Optimal scheduling for fair resource allocation in ad hoc networks with elastic and inelastic traffic.
IEEE/ACM Trans. Netw., 2011

A Novel Architecture for Reduction of Delay and Queueing Structure Complexity in the Back-Pressure Algorithm.
IEEE/ACM Trans. Netw., 2011

Stability with file arrivals and departures in multichannel cellular wireless networks.
Queueing Syst. Theory Appl., 2011

The Asymptotic Behavior of Minimum Buffer Size Requirements in Large P2P Streaming Networks.
IEEE J. Sel. Areas Commun., 2011

Scheduling for Optimal Rate Allocation in Ad Hoc Networks With Heterogeneous Delay Constraints.
IEEE J. Sel. Areas Commun., 2011

On the achievable throughput of CSMA under imperfect carrier sensing.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Scheduling for small delay in multi-rate multi-channel wireless networks.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Achieving the Maximum P2P Streaming Rate Using a Small Number of Trees.
Proceedings of 20th International Conference on Computer Communications and Networks, 2011

Parametrized stochastic multi-armed bandits with binary rewards.
Proceedings of the American Control Conference, 2011

2010
The Multicast Capacity of Large Multihop Wireless Networks.
IEEE/ACM Trans. Netw., 2010

On Optimal Scheduling Algorithms for Small Generalized Switches.
IEEE/ACM Trans. Netw., 2010

Short-term fairness and long-term QoS in the Internet.
Perform. Evaluation, 2010

Online Advertisement, Optimization and Stochastic Networks
CoRR, 2010

Backpressure-based Packet-by-Packet Adaptive Routing in Communication Networks
CoRR, 2010

Mixing Time of Glauber Dynamics With Parallel Updates and Heterogeneous Fugacities
CoRR, 2010

A game theory based reputation mechanism to incentivize cooperation in wireless ad hoc networks.
Ad Hoc Networks, 2010

Scheduling in multichannel wireless networks with flow-level dynamics.
Proceedings of the SIGMETRICS 2010, 2010

Performance bounds of distributed CSMA scheduling.
Proceedings of the Information Theory and Applications Workshop, 2010

Towards a Theory of Anonymous Networking.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

Low-complexity Scheduling Algorithms for Multi-channel Downlink Wireless Networks.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

On the design of efficient CSMA algorithms for wireless networks.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

2009
Low-complexity distributed scheduling algorithms for wireless networks.
IEEE/ACM Trans. Netw., 2009

Distributed link scheduling with constant overhead.
IEEE/ACM Trans. Netw., 2009

Distributed CSMA/CA Algorithms for Achieving Maximum Throughput in Wireless Networks
CoRR, 2009

Buffer sizing results for RCP congestion control under connection arrivals and departures.
Comput. Commun. Rev., 2009

Optimization and queueing networks: keynote 1.
Proceedings of the 4th International Conference on Queueing Theory and Network Applications, 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

Optimal Scheduling Policies in Small Generalized Switches.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

Novel Architectures and Algorithms for Delay Reduction in Back-Pressure Scheduling and Routing.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

2008
Padded frames: a novel algorithm for stable scheduling in load-balanced switches.
IEEE/ACM Trans. Netw., 2008

Asynchronous congestion control in multi-hop wireless networks with maximal matching-based scheduling.
IEEE/ACM Trans. Netw., 2008

Optimal Delay-Throughput Tradeoffs in Mobile Ad Hoc Networks.
IEEE Trans. Inf. Theory, 2008

On the Connection-Level Stability of Congestion-Controlled Communication Networks.
IEEE Trans. Inf. Theory, 2008

TCP-Illinois: A loss- and delay-based congestion control algorithm for high-speed networks.
Perform. Evaluation, 2008

The Price of Simplicity.
IEEE J. Sel. Areas Commun., 2008

Asymptotic uniform data-rate guarantees in large wireless networks.
Ad Hoc Networks, 2008

Cluster-Based Back-Pressure Routing Algorithm.
Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008

Short-term fairness and long-term QoS.
Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008

Admission control and routing in multi-hop wireless networks.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008

2007
Asymptotically optimal energy-aware routing for multihop wireless networks with renewable energy sources.
IEEE/ACM Trans. Netw., 2007

Fair resource allocation in wireless networks using queue-length-based scheduling and congestion control.
IEEE/ACM Trans. Netw., 2007

Scheduling Efficiency of Distributed Greedy Scheduling Algorithms in Wireless Networks.
IEEE Trans. Mob. Comput., 2007

Distributed Symmetric Function Computation in Noisy Wireless Sensor Networks.
IEEE Trans. Inf. Theory, 2007

Asymptotic Behavior of Error Exponents in the Wideband Regime.
IEEE Trans. Inf. Theory, 2007

MIMO Channels in the Low-SNR Regime: Communication Rate, Error Exponent, and Signal Peakiness.
IEEE Trans. Inf. Theory, 2007

Distributed Fair Resource Allocation in Cellular Networks in the Presence of Heterogeneous Delays.
IEEE Trans. Autom. Control., 2007

Optimal resource allocation for multicast flows in multihop wireless networks.
SIGMETRICS Perform. Evaluation Rev., 2007

Peer to Peer Networks for Defense Against Internet Worms.
IEEE J. Sel. Areas Commun., 2007

Network Optimization and Control.
Found. Trends Netw., 2007

Optimal Delay-Throughput Trade-offs in Mobile Ad-Hoc Networks: Hybrid Random Walk and One-Dimensional Mobility Models
CoRR, 2007

Quantized consensus.
Autom., 2007

Energy-aware routing in sensor networks: A large system approach.
Ad Hoc Networks, 2007

Coding Achieves the Optimal Delay-Throughput Trade-off in Mobile Ad-Hoc Networks: Two-Dimensional I.I.D. Mobility Model with Fast Mobiles.
Proceedings of the 5th International Symposium on Modeling and Optimization in Mobile, 2007

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

Game-Theoretic Models of ISP-ISP and ISP-Customer Interactions.
Proceedings of the Managing Traffic Performance in Converged Networks, 2007

DARWIN: distributed and adaptive reputation mechanism for wireless ad-hoc networks.
Proceedings of the 13th Annual International Conference on Mobile Computing and Networking, 2007

2006
Global stability of internet congestion controllers with heterogeneous delays.
IEEE/ACM Trans. Netw., 2006

Economics of network pricing with multiple ISPs.
IEEE/ACM Trans. Netw., 2006

Multi-path TCP: a joint congestion control and routing scheme to exploit path diversity in the internet.
IEEE/ACM Trans. Netw., 2006

Congestion notification and probing mechanisms for endpoint admission control.
IEEE/ACM Trans. Netw., 2006

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

A Large Deviations Analysis of Scheduling in Wireless Networks.
IEEE Trans. Inf. Theory, 2006

Capacity of Nearly Decomposable Markovian Fading Channels Under Asymmetric Receiver-Sender Side Information.
IEEE Trans. Inf. Theory, 2006

Rate-based versus queue-based models of congestion control.
IEEE Trans. Autom. Control., 2006

A Tutorial on Cross-Layer Optimization in Wireless Networks.
IEEE J. Sel. Areas Commun., 2006

Joint Congestion Control, Routing, and MAC for Stability and Fairness in Wireless Networks.
IEEE J. Sel. Areas Commun., 2006

Coding Improves the Optimal Delay-Throughput Trade-offs in Mobile Ad-Hoc Networks: Two-Dimensional I.I.D. Mobility Models
CoRR, 2006

Distributed symmetric function computation in noisy wireless sensor networks with binary data.
Proceedings of the 4th International Symposium on Modeling and Optimization in Mobile, 2006

Multi-User Scheduling in Wireless Networks with QoS Constraints.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

Scheduling Efficiency of Distributed Greedy Scheduling Algorithms in Wireless Networks.
Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006

Joint Asynchronous Congestion Control and Distributed Scheduling for Multi-Hop Wireless Networks.
Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006

Performance Analysis of Reputation-based Mechanisms for Multi-hop Wireless Networks.
Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006

Analysis of SIFT like Active Queue Management algorithms.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006

Consensus with Quantized Information Updates.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006

Asymptotically optimal quantization for detection in power constrained decentralized sensor networks.
Proceedings of the American Control Conference, 2006

2005
Exponential-RED: a stabilizing AQM scheme for low- and high-speed TCP protocols.
IEEE/ACM Trans. Netw., 2005

Robustness of real and virtual queue-based active queue management schemes.
IEEE/ACM Trans. Netw., 2005

Stable scheduling policies for fading wireless channels.
IEEE/ACM Trans. Netw., 2005

Asymptotic Behavior of Internet Congestion Controllers in a Many-Flows Regime.
Math. Oper. Res., 2005

Unreliable sensor grids: coverage, connectivity and diameter.
Ad Hoc Networks, 2005

Pitfalls in the fluid modeling of RTT variations in window-based congestion control.
Proceedings of the INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies, 2005

Asymptotically optimal power-aware routing for multihop wireless networks with renewable energy sources.
Proceedings of the INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies, 2005

A Large Deviations Analysis of Scheduling in Wireless Networks.
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

Regulated Maximal Matching: A Distributed Scheduling Algorithm for Multi-Hop Wireless Networks With Node-Exclusive Spectrum Sharing.
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

On the use of SoS methods for analysis of connection-level stability in the Internet.
Proceedings of the American Control Conference, 2005

2004
An adaptive virtual queue (AVQ) algorithm for active queue management.
IEEE/ACM Trans. Netw., 2004

Congestion control for fair resource allocation in networks with multicast flows.
IEEE/ACM Trans. Netw., 2004

Mean FDE Models for Internet Congestion Control Under a Many-Flows Regime.
IEEE Trans. Inf. Theory, 2004

Correlated Jamming on MIMO Gaussian Fading Channels.
IEEE Trans. Inf. Theory, 2004

Modeling and performance analysis of BitTorrent-like peer-to-peer networks.
Proceedings of the ACM SIGCOMM 2004 Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication, August 30, 2004

An information-theoretic view of connectivity in wireless sensor networks.
Proceedings of the First Annual IEEE Communications Society Conference on Sensor and Ad Hoc Communications and Networks, 2004

Near-optimal signaling for wideband-fading channels.
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

Near-optimal input distributions in fading channels with large coherent dimension.
Proceedings of IEEE International Conference on Communications, 2004

Scheduling with QoS constraints over Rayleigh fading channels.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004

The marginal user principle for resource allocation in wireless networks.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004

2003
Bounds on the throughput of congestion controllers in the presence of feedback delay.
IEEE/ACM Trans. Netw., 2003

End-to-end congestion control schemes: utility functions, random losses and ECN marks.
IEEE/ACM Trans. Netw., 2003

Stable, scalable, fair congestion control and AQM schemes that achieve high utilization in the Internet.
IEEE Trans. Autom. Control., 2003

Global stability of congestion controllers for the Internet.
IEEE Trans. Autom. Control., 2003

Stability and Convergence of TCP-like Congestion Controllers in a Many-Flows Regime.
Proceedings of the Proceedings IEEE INFOCOM 2003, The 22nd Annual Joint Conference of the IEEE Computer and Communications Societies, San Franciso, CA, USA, March 30, 2003

Near-optimal input distributions for fading channels in the wideband regime.
Proceedings of the Global Telecommunications Conference, 2003

Bounds on the Sum Timing Capacity of Single-server Queues with Multiple Input and Output Terminals.
Proceedings of the Advances in Network Information Theory, 2003

Controlling the Internet: a survey and some new results.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

Minimum distortion transmission of Gaussian sources over fading channels.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

Stochastic models of proportionally fair congestion controllers.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

2002
Scheduling Real-Time Traffic With Deadlines over a Wireless Channel.
Wirel. Networks, 2002

CDMA Uplink Power Control as a Noncooperative Game.
Wirel. Networks, 2002

A time-scale decomposition approach to adaptive explicit congestion notification (ECN) marking.
IEEE Trans. Autom. Control., 2002

Nash equilibria for combined flow control and routing in networks: asymptotic behavior for a large number of users.
IEEE Trans. Autom. Control., 2002

How Good are Deterministic Fluid Models of Internet Congestion Control?
Proceedings of the Proceedings IEEE INFOCOM 2002, 2002

Revenue-maximizing pricing and capacity expansion in a many-users regime.
Proceedings of the Proceedings IEEE INFOCOM 2002, 2002

2001
Resource Sharing for Book-Ahead and Instantaneous-Request Calls Using a CLT Approximation.
Telecommun. Syst., 2001

Failure-prone production systems with uncertain demand.
IEEE Trans. Autom. Control., 2001

Many-Sources Delay Asymptotics with Applications to Priority Queues.
Queueing Syst. Theory Appl., 2001

Deterministic fluid models of congestion control in high-speed networks.
Proceedings of the 33nd conference on Winter simulation, 2001

Analysis and design of an adaptive virtual queue (AVQ) algorithm for active queue management.
Proceedings of the ACM SIGCOMM 2001 Conference on Applications, 2001

Decentralized Computation of Weighted Max-Min Fair Bandwidth Allocation in Networks with Multicast Flows.
Proceedings of the Evolutionary Trends of the Internet, 2001

A Time Scale Decomposition Approach to Adaptive ECN Marking.
Proceedings of the Proceedings IEEE INFOCOM 2001, 2001

Boundedness of utility function based congestion controllers in the presence of delay.
Proceedings of the 40th IEEE Conference on Decision and Control, 2001

A distributed globally convergent algorithm for fair, queue-length-based congestion control.
Proceedings of the 40th IEEE Conference on Decision and Control, 2001

2000
Diffusion approximations for a single node accessed by congestion-controlled sources.
IEEE Trans. Autom. Control., 2000

Tail probabilities of low-priority waiting times and queue lengths in queues.
Queueing Syst. Theory Appl., 2000

Delay asymptotics for a priority queueing system.
Proceedings of the 2000 ACM SIGMETRICS international conference on Measurement and modeling of computer systems, 2000

A robust adaptive algorithm for ABR congestion control in ATM networks.
Proceedings of the Proceedings Ninth International Conference on Computer Communications and Networks, 2000

A decentralized adaptive ECN marking algorithm.
Proceedings of the Global Telecommunications Conference, 2000. GLOBECOM 2000, San Francisco, CA, USA, 27 November, 2000

Refinements to CLT-based MBAC schemes using moderate deviations.
Proceedings of the 39th IEEE Conference on Decision and Control, 2000

1999
Fair scheduling in wireless packet networks.
IEEE/ACM Trans. Netw., 1999

Resource sharing for book-ahead and instantaneous-request calls.
IEEE/ACM Trans. Netw., 1999

Optimal WDM schedules for optical star networks.
IEEE/ACM Trans. Netw., 1999

Variance Reduction in Simulations of Loss Models.
Oper. Res., 1999

Congestion control as a stochastic control problem with action delays.
Autom., 1999

Bounds on the Performance of Admission Control and Routing Policies for General Topology Networks with Multiple Call Classes.
Proceedings of the Proceedings IEEE INFOCOM '99, 1999

Competitive admission control and routing of multi-class traffic with statistical QoS guarantees.
Proceedings of the International Conference On Computer Communications and Networks (ICCCN 1999), 1999

1998
Hedging policies for failure-prone manufacturing systems: optimality of JIT and bounds on buffer levels.
IEEE Trans. Autom. Control., 1998

Bounding blocking probabilities and throughput in queueing networks with buffer capacity constraints.
Queueing Syst. Theory Appl., 1998

Robust Rate Control for ABR Sources.
Proceedings of the Proceedings IEEE INFOCOM '98, The Conference on Computer Communications, Seventeenth Annual Joint Conference of the IEEE Computer and Communications Societies, Gateway to the 21st Century, San Francisco, CA, USA, March 29, 1998

1997
Computational techniques for accurate performance evaluation of multirate, multihop communication networks.
IEEE/ACM Trans. Netw., 1997

Scheduling multiple part-types in an unreliable single-machine manufacturing system.
IEEE Trans. Autom. Control., 1997

1996
Simulation Run Lengths to Estimate Blocking Probabilities.
ACM Trans. Model. Comput. Simul., 1996

1995
Simulation Run Length Planning for Stochastic Loss Models.
Proceedings of the 27th conference on Winter simulation, 1995

1994
Relationship between decentralized controller design using H<sub>∞</sub> and stochastic risk-averse criteria.
IEEE Trans. Autom. Control., 1994

1993
Optimal Path Cover Problem on Block Graphs and Bipartite Permutation Graphs.
Theor. Comput. Sci., 1993

1992
Sequential decomposition and policy iteration schemes for M-player games with partial weak coupling.
Autom., 1992

1991
Dynamic multi-person optimization with weakly coupled agents
PhD thesis, 1991

Fastest Path Across Constrained Moving Rectilinear Obstacles.
Inf. Process. Lett., 1991

1990
Fast sequential and parallel algorithms for finding the largest rectangle separating two sets.
Int. J. Comput. Math., 1990


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