Siva Theja Maguluri

110 papers A* 11A 3B 1C 2Journal 81Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Higher-Order Approximations of Sojourn Times in M/G/1 Queues via Stein's Method. Proc. ACM Meas. Anal. Comput. Syst. Bihan Chatterjee, Siva Theja Maguluri, Debankur Mukherjee
2026	J	`jnl`	Join-the-Shortest Queue with Abandonment: Critically Loaded and Heavily Overloaded Regimes. Math. Oper. Res. Prakirt Raj Jhunjhunwala, Martin Zubeldia, Siva Theja Maguluri
2026	J	`jnl`	Matching Queues with Abandonments in Quantum Switches: Stability and Throughput Analysis. Oper. Res. Martin Zubeldia, Prakirt Raj Jhunjhunwala, Siva Theja Maguluri
2026	J	`jnl`	Quantifying Normality: Convergence Rate to Gaussian Limit for Stochastic Approximation and Unadjusted OU Algorithm. CoRR Shaan Ul Haque, Zedong Wang, Zixuan Zhang, Siva Theja Maguluri
2026	J	`jnl`	Steady-State Behavior of Constant-Stepsize Stochastic Approximation: Gaussian Approximation and Tail Bounds. CoRR Zedong Wang, Yuyang Wang, Ijay Narang, Felix Wang, Yuzhou Wang, Siva Theja Maguluri
2026	J	`jnl`	Tail Bounds for Queues with Abandonment: Constant, Moderate, Large Deviations, and Efficient Concentration. CoRR Zedong Wang, Siva Theja Maguluri
2025	J	`jnl`	A Non-Asymptotic Theory of Seminorm Lyapunov Stability: From Deterministic to Stochastic Iterative Algorithms. CoRR Zaiwei Chen, Sheng Zhang, Zhe Zhang, Shaan Ul Haque, Siva Theja Maguluri
2025	J	`jnl`	An approximate policy iteration viewpoint of actor-critic algorithms. Autom. Zaiwei Chen, Siva Theja Maguluri
2025	J	`jnl`	Convergence of Natural Policy Gradient for a family of infinite-state queueing MDPs. Queueing Syst. Theory Appl. Isaac Grosof, Siva Theja Maguluri, R. Srikant
2025	—	`conf`	Finite-Time Behavior of Erlang-C Model: Mixing Time, Mean Queue Length and Tail Bounds. SIGMETRICS (Abstracts) Hoang Huy Nguyen, Sushil Mahavir Varma, Siva Theja Maguluri
2025	J	`jnl`	Finite-Time Behavior of Erlang-C Model: Mixing Time, Mean Queue Length and Tail Bounds. CoRR Hoang Huy Nguyen, Sushil Mahavir Varma, Siva Theja Maguluri
2025	J	`jnl`	Optimal weighted-delay scheduling in 2˟ 2 input-queued switches. Queueing Syst. Theory Appl. Yingdong Lu, Siva Theja Maguluri, Mark S. Squillante, Tonghoon Suk, Yi Yao
2025	A	`conf`	Stochastic Approximation with Unbounded Markovian Noise: A General-Purpose Theorem. AISTATS Shaan Ul Haque, Siva Theja Maguluri
2024	J	`jnl`	A Lyapunov Theory for Finite-Sample Guarantees of Markovian Stochastic Approximation. Oper. Res. Zaiwei Chen, Siva Theja Maguluri, Sanjay Shakkottai, Karthikeyan Shanmugam
2024	J	`jnl`	Convergence for Natural Policy Gradient on Infinite-State Average-Reward Markov Decision Processes. CoRR Isaac Grosof, Siva Theja Maguluri, R. Srikant
2024	J	`jnl`	Exponential Tail Bounds on Queues: A Confluence of Non- Asymptotic Heavy Traffic and Large Deviations. SIGMETRICS Perform. Evaluation Rev. Prakirt Raj Jhunjhunwala, Daniela Hurtado-Lange, Siva Theja Maguluri
2024	J	`jnl`	Heavy Traffic Joint Queue Length Distribution withoutResource Pooling. SIGMETRICS Perform. Evaluation Rev. Prakirt Raj Jhunjhunwala, Siva Theja Maguluri
2024	J	`jnl`	Performance of NPG in Countable State-Space Average-Cost RL. CoRR Yashaswini Murthy, Isaac Grosof, Siva Theja Maguluri, R. Srikant
2024	A*	`conf`	Policy Evaluation for Variance in Average Reward Reinforcement Learning. ICML Shubhada Agrawal, Prashanth L. A., Siva Theja Maguluri
2024	J	`jnl`	Stochastic Approximation with Unbounded Markovian Noise: A General-Purpose Theorem. CoRR Shaan Ul Haque, Siva Theja Maguluri
2024	J	`jnl`	Tight Finite Time Bounds of Two-Time-Scale Linear Stochastic Approximation with Markovian Noise. CoRR Shaan Ul Haque, Sajad Khodadadian, Siva Theja Maguluri
2023	J	`jnl`	Concentration of Contractive Stochastic Approximation: Additive and Multiplicative Noise. CoRR Zaiwei Chen, Siva Theja Maguluri, Martin Zubeldia
2023	J	`jnl`	Dynamic Pricing and Matching for Two-Sided Queues. Oper. Res. Sushil Mahavir Varma, Pornpawee Bumpensanti, Siva Theja Maguluri, He Wang
2023	J	`jnl`	Exponential Tail Bounds on Queues. SIGMETRICS Perform. Evaluation Rev. Prakirt Raj Jhunjhunwala, Daniela Hurtado-Lange, Siva Theja Maguluri
2023	J	`jnl`	Finite-Sample Analysis of Two-Time-Scale Natural Actor-Critic Algorithm. IEEE Trans. Autom. Control. Sajad Khodadadian, Thinh T. Doan, Justin Romberg, Siva Theja Maguluri
2023	J	`jnl`	Heavy Traffic Queue Length Distribution without Resource Pooling in an Input-Queued Switch. SIGMETRICS Perform. Evaluation Rev. Prakirt Raj Jhunjhunwala, Siva Theja Maguluri
2023	J	`jnl`	Optimal Pricing in a Single Server System. ACM Trans. Model. Perform. Evaluation Comput. Syst. Ashok Krishnan K. S., Chandramani Singh, Siva Theja Maguluri, Parimal Parag
2023	—	`conf`	Power-of-d Choices Load Balancing in the Sub-Halfin Whitt Regime. SIGMETRICS (Abstracts) Sushil Mahavir Varma, Francisco Castro, Siva Theja Maguluri
2023	—	`conf`	Stochastic Approximation for Nonlinear Discrete Stochastic Control: Finite-Sample Bounds for Exponentially Stable Systems. CDC Hoang Nguyen, Siva Theja Maguluri
2023	J	`jnl`	Target Network and Truncation Overcome the Deadly Triad in $\boldsymbol{Q}$-Learning. SIAM J. Math. Data Sci. Zaiwei Chen, John-Paul Clarke, Siva Theja Maguluri
2022	J	`jnl`	A Heavy Traffic Theory of Two-Sided Queues. SIGMETRICS Perform. Evaluation Rev. Sushil Mahavir Varma, Siva Theja Maguluri
2022	J	`jnl`	A load balancing system in the many-server heavy-traffic asymptotics. Queueing Syst. Theory Appl. Daniela Hurtado-Lange, Siva Theja Maguluri
2022	J	`jnl`	Backward Curriculum Reinforcement Learning. CoRR Kyungmin Ko, Sajad Khodadadian, Siva Theja Maguluri
2022	A*	`conf`	Federated Reinforcement Learning: Linear Speedup Under Markovian Sampling. ICML Sajad Khodadadian, Pranay Sharma, Gauri Joshi, Siva Theja Maguluri
2022	J	`jnl`	Federated Reinforcement Learning: Linear Speedup Under Markovian Sampling. CoRR Sajad Khodadadian, Pranay Sharma, Gauri Joshi, Siva Theja Maguluri
2022	J	`jnl`	Finite-Sample Analysis of Off-Policy Natural Actor-Critic With Linear Function Approximation. IEEE Control. Syst. Lett. Zaiwei Chen, Sajad Khodadadian, Siva Theja Maguluri
2022	J	`jnl`	Finite-sample analysis of nonlinear stochastic approximation with applications in reinforcement learning. Autom. Zaiwei Chen, Sheng Zhang, Thinh T. Doan, John-Paul Clarke, Siva Theja Maguluri
2022	J	`jnl`	Heavy-Traffic Analysis of Queueing Systems with No Complete Resource Pooling. Math. Oper. Res. Daniela Hurtado-Lange, Siva Theja Maguluri
2022	J	`jnl`	Heavy-Traffic Insensitive Bounds for Weighted Proportionally Fair Bandwidth Sharing Policies. Math. Oper. Res. Weina Wang, Siva Theja Maguluri, R. Srikant, Lei Ying
2022	J	`jnl`	Logarithmic heavy traffic error bounds in generalized switch and load balancing systems. J. Appl. Probab. Daniela Hurtado-Lange, Sushil Mahavir Varma, Siva Theja Maguluri
2022	J	`jnl`	Low-Complexity Switch Scheduling Algorithms: Delay Optimality in Heavy Traffic. IEEE/ACM Trans. Netw. Prakirt Raj Jhunjhunwala, Siva Theja Maguluri
2022	J	`jnl`	Matching Queues with Abandonments in Quantum Switches: Stability and Throughput Analysis. CoRR Martin Zubeldia, Prakirt Raj Jhunjhunwala, Siva Theja Maguluri
2022	J	`jnl`	On Heavy-Traffic Optimal Scaling of c-Weighted MaxWeight Scheduling in Input-Queued Switches. IEEE Trans. Autom. Control. Yingdong Lu, Siva Theja Maguluri, Mark S. Squillante, Tonghoon Suk
2022	J	`jnl`	On linear and super-linear convergence of Natural Policy Gradient algorithm. Syst. Control. Lett. Sajad Khodadadian, Prakirt Raj Jhunjhunwala, Sushil Mahavir Varma, Siva Theja Maguluri
2022	J	`jnl`	Optimal pricing in multi server systems. Perform. Evaluation Ashok Krishnan K. S., Chandramani Singh, Siva Theja Maguluri, Parimal Parag
2022	A	`conf`	Sample Complexity of Policy-Based Methods under Off-Policy Sampling and Linear Function Approximation. AISTATS Zaiwei Chen, Siva Theja Maguluri
2022	J	`jnl`	Sample Complexity of Policy-Based Methods under Off-Policy Sampling and Linear Function Approximation. CoRR Zaiwei Chen, Siva Theja Maguluri
2022	—	`conf`	Stationary Behavior of Constant Stepsize SGD Type Algorithms: An Asymptotic Characterization. SIGMETRICS (Abstracts) Zaiwei Chen, Shancong Mou, Siva Theja Maguluri
2022	J	`jnl`	Stationary Behavior of Constant Stepsize SGD Type Algorithms: An Asymptotic Characterization. Proc. ACM Meas. Anal. Comput. Syst. Zaiwei Chen, Shancong Mou, Siva Theja Maguluri
2022	J	`jnl`	Target Network and Truncation Overcome The Deadly triad in Q-Learning. CoRR Zaiwei Chen, John-Paul Clarke, Siva Theja Maguluri
2021	J	`jnl`	A Lyapunov Theory for Finite-Sample Guarantees of Asynchronous Q-Learning and TD-Learning Variants. CoRR Zaiwei Chen, Siva Theja Maguluri, Sanjay Shakkottai, Karthikeyan Shanmugam
2021	J	`jnl`	Convergence Rates of Distributed Gradient Methods Under Random Quantization: A Stochastic Approximation Approach. IEEE Trans. Autom. Control. Thinh T. Doan, Siva Theja Maguluri, Justin Romberg
2021	—	`conf`	Dynamic Pricing and Matching for Two-Sided Markets with Strategic Servers. SIGMETRICS (Abstracts) Sushil Mahavir Varma, Francisco Castro, Siva Theja Maguluri
2021	J	`jnl`	Fast Convergence Rates of Distributed Subgradient Methods With Adaptive Quantization. IEEE Trans. Autom. Control. Thinh T. Doan, Siva Theja Maguluri, Justin Romberg
2021	A*	`conf`	Finite Sample Analysis of Average-Reward TD Learning and $Q$-Learning. NeurIPS Sheng Zhang, Zhe Zhang, Siva Theja Maguluri
2021	J	`jnl`	Finite Sample Analysis of Two-Time-Scale Natural Actor-Critic Algorithm. CoRR Sajad Khodadadian, Thinh T. Doan, Siva Theja Maguluri, Justin Romberg
2021	A*	`conf`	Finite-Sample Analysis of Off-Policy Natural Actor-Critic Algorithm. ICML Sajad Khodadadian, Zaiwei Chen, Siva Theja Maguluri
2021	J	`jnl`	Finite-Sample Analysis of Off-Policy Natural Actor-Critic Algorithm. CoRR Sajad Khodadadian, Zaiwei Chen, Siva Theja Maguluri
2021	J	`jnl`	Finite-Sample Analysis of Off-Policy Natural Actor-Critic with Linear Function Approximation. CoRR Zaiwei Chen, Sajad Khodadadian, Siva Theja Maguluri
2021	A*	`conf`	Finite-Sample Analysis of Off-Policy TD-Learning via Generalized Bellman Operators. NeurIPS Zaiwei Chen, Siva Theja Maguluri, Sanjay Shakkottai, Karthikeyan Shanmugam
2021	J	`jnl`	Finite-Sample Analysis of Off-Policy TD-Learning via Generalized Bellman Operators. CoRR Zaiwei Chen, Siva Theja Maguluri, Sanjay Shakkottai, Karthikeyan Shanmugam
2021	J	`jnl`	Finite-Time Performance of Distributed Temporal-Difference Learning with Linear Function Approximation. SIAM J. Math. Data Sci. Thinh T. Doan, Siva Theja Maguluri, Justin Romberg
2021	J	`jnl`	Heavy traffic queue length scaling in switches with reconfiguration delay. Queueing Syst. Theory Appl. Chang-Heng Wang, Siva Theja Maguluri, Tara Javidi
2021	—	`conf`	On the Linear Convergence of Natural Policy Gradient Algorithm. CDC Sajad Khodadadian, Prakirt Raj Jhunjhunwala, Sushil Mahavir Varma, Siva Theja Maguluri
2021	J	`jnl`	On the Linear convergence of Natural Policy Gradient Algorithm. CoRR Sajad Khodadadian, Prakirt Raj Jhunjhunwala, Sushil Mahavir Varma, Siva Theja Maguluri
2021	J	`jnl`	Optimal Pricing in Multi Server Systems. CoRR Ashok Krishnan K. S., Chandramani Singh, Siva Theja Maguluri, Parimal Parag
2021	J	`jnl`	QPS-r: A cost-effective iterative switching algorithm for input-queued switches. Perform. Evaluation Long Gong, Jun (Jim) Xu, Liang Liu, Siva Theja Maguluri
2021	J	`jnl`	Stationary Behavior of Constant Stepsize SGD Type Algorithms: An Asymptotic Characterization. CoRR Zaiwei Chen, Shancong Mou, Siva Theja Maguluri
2021	J	`jnl`	Throughput Optimal Routing in Blockchain-Based Payment Systems. IEEE Trans. Control. Netw. Syst. Sushil Mahavir Varma, Siva Theja Maguluri
2021	J	`jnl`	Throughput and delay optimality of power-of- Oper. Res. Lett. Daniela Hurtado-Lange, Siva Theja Maguluri
2021	J	`jnl`	Transportation Polytope and its Applications in Parallel Server Systems. CoRR Sushil Mahavir Varma, Siva Theja Maguluri
2020	—	`conf`	Dynamic Pricing and Matching for Two-Sided Queues. SIGMETRICS (Abstracts) Sushil Mahavir Varma, Pornpawee Bumpensanti, Siva Theja Maguluri, He Wang
2020	A*	`conf`	Finite-Sample Analysis of Contractive Stochastic Approximation Using Smooth Convex Envelopes. NeurIPS Zaiwei Chen, Siva Theja Maguluri, Sanjay Shakkottai, Karthikeyan Shanmugam
2020	J	`jnl`	Finite-Sample Analysis of Stochastic Approximation Using Smooth Convex Envelopes. CoRR Zaiwei Chen, Siva Theja Maguluri, Sanjay Shakkottai, Karthikeyan Shanmugam
2020	—	`conf`	Heavy-traffic Analysis of the Generalized Switch under Multidimensional State Space Collapse. SIGMETRICS (Abstracts) Daniela Hurtado-Lange, Siva Theja Maguluri
2020	J	`jnl`	Heavy-traffic Analysis of the Generalized Switch under Multidimensional State Space Collapse. SIGMETRICS Perform. Evaluation Rev. Daniela Hurtado-Lange, Siva Theja Maguluri
2020	J	`jnl`	Low-Complexity Switch Scheduling Algorithms: Delay Optimality in Heavy Traffic. CoRR Prakirt Raj Jhunjhunwala, Siva Theja Maguluri
2020	B	`conf`	Optimal Pricing in Finite Server Systems. WiOpt Ashok Krishnan K. S., Chandramani Singh, Siva Theja Maguluri, Parimal Parag
2020	—	`conf`	QPS-r: A Cost-Effective Iterative Switching Algorithm for Input-Queued Switches. VALUETOOLS Long Gong, Jun (Jim) Xu, Liang Liu, Siva Theja Maguluri
2020	J	`jnl`	Throughput Optimal Routing in Blockchain Based Payment Systems. CoRR Sushil Mahavir Varma, Siva Theja Maguluri
2019	A*	`conf`	Finite-Time Analysis of Distributed TD(0) with Linear Function Approximation on Multi-Agent Reinforcement Learning. ICML Thinh T. Doan, Siva Theja Maguluri, Justin Romberg
2019	J	`jnl`	Finite-Time Analysis of Q-Learning with Linear Function Approximation. CoRR Zaiwei Chen, Sheng Zhang, Thinh T. Doan, Siva Theja Maguluri, John-Paul Clarke
2019	J	`jnl`	Finite-Time Performance of Distributed Temporal Difference Learning with Linear Function Approximation. CoRR Thinh T. Doan, Siva Theja Maguluri, Justin Romberg
2019	J	`jnl`	Heavy-traffic Analysis of the Generalized Switch under Multidimensional State Space Collapse. SIGMETRICS Perform. Evaluation Rev. Daniela Hurtado-Lange, Siva Theja Maguluri
2019	J	`jnl`	QPS-r: A Cost-Effective Crossbar Scheduling Algorithm and Its Stability and Delay Analysis. CoRR Long Gong, Jun Xu, Liang Liu, Siva Theja Maguluri
2018	J	`jnl`	A Novel View of the Drift: Method for Heavy Traffic Limits of Queueing Systems. SIGMETRICS Perform. Evaluation Rev. Daniela Hurtado-Lange, Siva Theja Maguluri
2018	J	`jnl`	Heavy-Traffic Insensitive Bounds for Weighted Proportionally Fair Bandwidth Sharing Policies. CoRR Weina Wang, Siva Theja Maguluri, R. Srikant, Lei Ying
2018	—	`conf`	On the Convergence of Distributed Subgradient Methods under Quantization. Allerton Thinh T. Doan, Siva Theja Maguluri, Justin Romberg
2018	C	`conf`	Optimal Dynamic Control for Input-Queued Switches in Heavy Traffic. ACC Yingdong Lu, Siva Theja Maguluri, Mark S. Squillante, Tonghoon Suk
2018	J	`jnl`	Optimal heavy-traffic queue length scaling in an incompletely saturated switch. Queueing Syst. Theory Appl. Siva Theja Maguluri, Sai Kiran Burle, R. Srikant
2017	A*	`conf`	Heavy traffic queue length behavior in switches with reconfiguration delay. INFOCOM Chang-Heng Wang, Siva Theja Maguluri, Tara Javidi
2017	J	`jnl`	Heavy-Traffic Delay Insensitivity in Connection-Level Models of Data Transfer with Proportionally Fair Bandwidth Sharing. SIGMETRICS Perform. Evaluation Rev. Weina Wang, Siva Theja Maguluri, R. Srikant, Lei Ying
2017	C	`conf`	On optimal portfolios of dynamic resource allocations. ACC Yingdong Lu, Siva Theja Maguluri, Mark S. Squillante, Chai Wah Wu
2017	J	`jnl`	Optimal Energy Procurement for Geo-distributed Data Centers in Multi-timescale Electricity Markets. SIGMETRICS Perform. Evaluation Rev. Yingdong Lu, Siva Theja Maguluri, Mark S. Squillante, Tonghoon Suk, X. Wu
2017	J	`jnl`	The Drift Method for Heavy Traffic Limits, with Applications in Data Centers and Networks. SIGMETRICS Perform. Evaluation Rev. Siva Theja Maguluri, R. Srikant, Weina Wang
2016	J	`jnl`	Delay-Optimal Scheduling for Some Input-Queued Switches. SIGMETRICS Perform. Evaluation Rev. Yingdong Lu, Siva Theja Maguluri, Mark S. Squillante, Tonghoon Suk
2016	A*	`conf`	Optimal Heavy-Traffic Queue Length Scaling in an Incompletely Saturated Switch. SIGMETRICS Siva Theja Maguluri, Sai Kiran Burle, R. Srikant
2016	J	`jnl`	Optimal Heavy-Traffic Queue Length Scaling in an Incompletely Saturated Switch. CoRR Siva Theja Maguluri, Sai Kiran Burle, R. Srikant
2016	J	`jnl`	Risk-Based Dynamic Allocation of Computing Resources. SIGMETRICS Perform. Evaluation Rev. Yingdong Lu, Siva Theja Maguluri, Mark S. Squillante, Chai Wah Wu
2015	J	`jnl`	Heavy-Traffic Behavior of the MaxWeight Algorithm in a Switch with Uniform Traffic. CoRR Siva Theja Maguluri, R. Srikant
2015	J	`jnl`	Heavy-Traffic Behavior of the MaxWeight Algorithm in a Switch with Uniform Traffic. SIGMETRICS Perform. Evaluation Rev. Siva Theja Maguluri, R. Srikant
2014	J	`jnl`	Heavy traffic optimal resource allocation algorithms for cloud computing clusters. Perform. Evaluation Siva Theja Maguluri, R. Srikant, Lei Ying
2014	—	`—`	Optimal resource allocation algorithms for cloud computing Siva Theja Maguluri
2014	J	`jnl`	Scheduling Jobs With Unknown Duration in Clouds. IEEE/ACM Trans. Netw. Siva Theja Maguluri, R. Srikant
2014	J	`jnl`	The Stability of Longest-Queue-First Scheduling With Variable Packet Sizes. IEEE Trans. Autom. Control. Siva Theja Maguluri, Bruce E. Hajek, R. Srikant
2013	A*	`conf`	Scheduling jobs with unknown duration in clouds. INFOCOM Siva Theja Maguluri, R. Srikant
2012	J	`jnl`	Heavy Traffic Optimal Resource Allocation Algorithms for Cloud Computing Clusters CoRR Siva Theja Maguluri, R. Srikant, Lei Ying
2012	A	`conf`	Heavy traffic optimal resource allocation algorithms for cloud computing clusters. ITC Siva Theja Maguluri, R. Srikant, Lei Ying
2012	A*	`conf`	Stochastic models of load balancing and scheduling in cloud computing clusters. INFOCOM Siva Theja Maguluri, R. Srikant, Lei Ying
2011	—	`conf`	The stability of longest-queue-first scheduling with variable packet sizes. CDC/ECC Siva Theja Maguluri, Bruce E. Hajek, R. Srikant