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Rahul Singh
Rahul Singh
Indian Institute of Science
Dirección de correo verificada de iisc.ac.in - Página principal
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Scheduling policies for minimizing age of information in broadcast wireless networks
I Kadota, A Sinha, E Uysal-Biyikoglu, R Singh, E Modiano
IEEE/ACM Transactions on Networking 26 (6), 2637-2650, 2018
5782018
Minimizing the age of information in broadcast wireless networks
I Kadota, E Uysal-Biyikoglu, R Singh, E Modiano
2016 54th Annual Allerton Conference on Communication, Control, and …, 2016
2702016
An index based task assignment policy for achieving optimal power-delay tradeoff in edge cloud systems
X Guo, R Singh, T Zhao, Z Niu
2016 IEEE International Conference on Communications (ICC), 1-7, 2016
902016
Throughput optimal decentralized scheduling of multihop networks with end-to-end deadline constraints: Unreliable links
R Singh, PR Kumar
IEEE Transactions on Automatic Control 64 (1), 127-142, 2018
792018
Learning in Markov decision processes under constraints
R Singh, A Gupta, NB Shroff
arXiv preprint arXiv:2002.12435, 2020
502020
Optimizing information freshness using low-power status updates via sleep-wake scheduling
AM Bedewy, Y Sun, R Singh, NB Shroff
Proceedings of the Twenty-First International Symposium on Theory …, 2020
462020
Index policies for optimal mean-variance trade-off of inter-delivery times in real-time sensor networks
R Singh, X Guo, PR Kumar
2015 IEEE Conference on Computer Communications (INFOCOM), 505-512, 2015
382015
Decentralized control via dynamic stochastic prices: The independent system operator problem
R Singh, PR Kumar, L Xie
IEEE Transactions on Automatic Control 63 (10), 3206-3220, 2018
292018
Reward Biased Maximum Likelihood Estimation for Reinforcement Learning
A Mete, R Singh, PR Kumar
https://arxiv.org/abs/2011.07738, 2020
282020
Low-power status updates via sleep-wake scheduling
AM Bedewy, Y Sun, R Singh, NB Shroff
IEEE/ACM Transactions on Networking 29 (5), 2129-2141, 2021
272021
A risk-sensitive approach for packet inter-delivery time optimization in networked cyber-physical systems
X Guo, R Singh, PR Kumar, Z Niu
IEEE/ACM Transactions on Networking 26 (4), 1976-1989, 2018
272018
Decentralized throughput maximizing policies for deadline-constrained wireless networks
R Singh, PR Kumar
2015 54th IEEE Conference on Decision and Control (CDC), 3759-3766, 2015
242015
Fluctuation analysis of debt based policies for wireless networks with hard delay constraints
R Singh, IH Hou, PR Kumar
IEEE INFOCOM 2014-IEEE Conference on Computer Communications, 2400-2408, 2014
242014
Reinforcement learning augmented asymptotically optimal index policy for finite-horizon restless bandits
G Xiong, J Li, R Singh
Proceedings of the AAAI Conference on Artificial Intelligence 36 (8), 8726-8734, 2022
222022
Index-aware reinforcement learning for adaptive video streaming at the wireless edge
G Xiong, X Qin, B Li, R Singh, J Li
Proceedings of the Twenty-Third International Symposium on Theory …, 2022
212022
Adaptive CSMA for Decentralized Scheduling of Multi-Hop Networks with End-to-End Deadline Constraints
RSPR Kumar
IEEE/ACM Transactions on Networking, 2021
192021
Maxweight scheduling: Asymptotic behavior of unscaled queue-differentials in heavy traffic
R Singh, A Stolyar
Proceedings of the 2015 ACM SIGMETRICS International Conference on …, 2015
172015
Pathwise performance of debt based policies for wireless networks with hard delay constraints
R Singh, IH Hou, PR Kumar
52nd IEEE Conference on Decision and Control, 7838-7843, 2013
172013
Pathwise performance of debt based policies for wireless networks with hard delay constraints
R Singh, IH Hou, PR Kumar
52nd IEEE Conference on Decision and Control, 7838-7843, 2013
172013
Straggler-Resilient Distributed Machine Learning with Dynamic Backup Workers
RSJL Guojun Xiong, Gang Yan
Arxiv, 2021
15*2021
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