Siva Theja Maguluri

Proceedings of the International Conference on Machine Learning, 2022

Sample Complexity of Policy-Based Methods under Off-Policy Sampling and Linear Function Approximation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Throughput Optimal Routing in Blockchain-Based Payment Systems.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2021

Convergence Rates of Distributed Gradient Methods Under Random Quantization: A Stochastic Approximation Approach.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2021

Fast Convergence Rates of Distributed Subgradient Methods With Adaptive Quantization.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2021

Finite-Time Performance of Distributed Temporal-Difference Learning with Linear Function Approximation.

[BibT_eX]

[DOI]

SIAM J. Math. Data Sci., 2021

Heavy traffic queue length scaling in switches with reconfiguration delay.

[BibT_eX]

[DOI]

Chang-Heng Wang

Tara Javidi

Queueing Syst. Theory Appl., 2021

Throughput and delay optimality of power-of-<i>d</i> choices in inhomogeneous load balancing systems.

[BibT_eX]

[DOI]

Daniela Hurtado-Lange

Oper. Res. Lett., 2021

Transportation Polytope and its Applications in Parallel Server Systems.

[BibT_eX]

[DOI]

CoRR, 2021

A Lyapunov Theory for Finite-Sample Guarantees of Asynchronous Q-Learning and TD-Learning Variants.

[BibT_eX]

[DOI]

CoRR, 2021

Dynamic Pricing and Matching for Two-Sided Markets with Strategic Servers.

[BibT_eX]

[DOI]

Francisco Castro

Proceedings of the SIGMETRICS '21: ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, 2021

Finite Sample Analysis of Average-Reward TD Learning and $Q$-Learning.

[BibT_eX]

[DOI]

Sheng Zhang

Zhe Zhang

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

Finite-Sample Analysis of Off-Policy TD-Learning via Generalized Bellman Operators.

[BibT_eX]

[DOI]

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

Finite-Sample Analysis of Off-Policy Natural Actor-Critic Algorithm.

[BibT_eX]

[DOI]

Sajad Khodadadian

Proceedings of the 38th International Conference on Machine Learning, 2021

On the Linear Convergence of Natural Policy Gradient Algorithm.

[BibT_eX]

[DOI]

Sajad Khodadadian

Prakirt Raj Jhunjhunwala

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020

Finite-Sample Analysis of Stochastic Approximation Using Smooth Convex Envelopes.

[BibT_eX]

[DOI]

CoRR, 2020

Optimal Pricing in Finite Server Systems.

[BibT_eX]

[DOI]

Proceedings of the 18th International Symposium on Modeling and Optimization in Mobile, 2020

QPS-r: A Cost-Effective Iterative Switching Algorithm for Input-Queued Switches.

[BibT_eX]

[DOI]

Proceedings of the VALUETOOLS 2020: 13th EAI International Conference on Performance Evaluation Methodologies and Tools, 2020

Dynamic Pricing and Matching for Two-Sided Queues.

[BibT_eX]

[DOI]

Pornpawee Bumpensanti

He Wang

Proceedings of the Abstracts of the 2020 SIGMETRICS/Performance Joint International Conference on Measurement and Modeling of Computer Systems, 2020

Heavy-traffic Analysis of the Generalized Switch under Multidimensional State Space Collapse.

[BibT_eX]

[DOI]

Daniela Hurtado-Lange

Proceedings of the Abstracts of the 2020 SIGMETRICS/Performance Joint International Conference on Measurement and Modeling of Computer Systems, 2020

Finite-Sample Analysis of Contractive Stochastic Approximation Using Smooth Convex Envelopes.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Finite-Time Analysis of Q-Learning with Linear Function Approximation.

[BibT_eX]

[DOI]

CoRR, 2019

QPS-r: A Cost-Effective Crossbar Scheduling Algorithm and Its Stability and Delay Analysis.

[BibT_eX]

[DOI]

CoRR, 2019

Finite-Time Analysis of Distributed TD(0) with Linear Function Approximation on Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

A Novel View of the Drift: Method for Heavy Traffic Limits of Queueing Systems.

[BibT_eX]

[DOI]

Daniela Hurtado-Lange

SIGMETRICS Perform. Evaluation Rev., 2018

Optimal Dynamic Control for Input-Queued Switches in Heavy Traffic.

[BibT_eX]

[DOI]

Proceedings of the 2018 Annual American Control Conference, 2018

On the Convergence of Distributed Subgradient Methods under Quantization.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017

Heavy-Traffic Delay Insensitivity in Connection-Level Models of Data Transfer with Proportionally Fair Bandwidth Sharing.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2017

The Drift Method for Heavy Traffic Limits, with Applications in Data Centers and Networks.

[BibT_eX]

[DOI]

Weina Wang

SIGMETRICS Perform. Evaluation Rev., 2017

Optimal Energy Procurement for Geo-distributed Data Centers in Multi-timescale Electricity Markets.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2017

Heavy traffic queue length behavior in switches with reconfiguration delay.

[BibT_eX]

[DOI]

Chang-Heng Wang

Tara Javidi

Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

On optimal portfolios of dynamic resource allocations.

[BibT_eX]

[DOI]

Proceedings of the 2017 American Control Conference, 2017

2016

Risk-Based Dynamic Allocation of Computing Resources.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2016

Delay-Optimal Scheduling for Some Input-Queued Switches.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2016

Optimal Heavy-Traffic Queue Length Scaling in an Incompletely Saturated Switch.

[BibT_eX]

[DOI]

Sai Kiran Burle

Proceedings of the 2016 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Science, 2016

2015

Heavy-Traffic Behavior of the MaxWeight Algorithm in a Switch with Uniform Traffic.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2015

2014

Optimal resource allocation algorithms for cloud computing

[BibT_eX]

[DOI]

PhD thesis, 2014

2013

Scheduling jobs with unknown duration in clouds.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

2012

Heavy traffic optimal resource allocation algorithms for cloud computing clusters.

[BibT_eX]

[DOI]

Lei Ying

Proceedings of the 24th International Teletraffic Congress, 2012

Stochastic models of load balancing and scheduling in cloud computing clusters.

[BibT_eX]

[DOI]

Lei Ying

Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

2011

The stability of longest-queue-first scheduling with variable packet sizes.

[BibT_eX]

[DOI]

Bruce E. Hajek