Srinivas Shakkottai

Orcid: 0000-0002-5882-6433

According to our database1, Srinivas Shakkottai authored at least 93 papers between 2005 and 2024.

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Bibliography

2024
Poster: Tiny-twin: A Lightweight and Verifiable Digital Twin for NextG Cellular Networks.
Proceedings of the 25th International Workshop on Mobile Computing Systems and Applications, 2024

2023
Age-Dependent Distributed MAC for Ultra-Dense Wireless Networks.
IEEE/ACM Trans. Netw., August, 2023

OpenGridGym: An Open-Source AI-Friendly Toolkit for Distribution Market Simulation.
IEEE Trans. Smart Grid, March, 2023

Transformers are Efficient In-Context Estimators for Wireless Communication.
CoRR, 2023

LLMZip: Lossless Text Compression using Large Language Models.
CoRR, 2023

Federated Ensemble-Directed Offline Reinforcement Learning.
CoRR, 2023

EdgeRIC: Empowering Realtime Intelligent Optimization and Control in NextG Networks.
CoRR, 2023

Demo: EdgeRIC: Delivering Realtime RAN Intelligence.
Proceedings of the ACM SIGCOMM 2023 Conference, 2023

2022
Learning to Cache and Caching to Learn: Regret Analysis of Caching Algorithms.
IEEE/ACM Trans. Netw., 2022

QFlow: A Learning Approach to High QoE Video Streaming at the Wireless Edge.
IEEE/ACM Trans. Netw., 2022

Energy system digitization in the era of AI: A three-layered approach toward carbon neutrality.
Patterns, 2022

Energy System Digitization in the Era of AI: A Three-Layered Approach towards Carbon Neutrality.
CoRR, 2022

Enhanced Meta Reinforcement Learning using Demonstrations in Sparse Reward Environments.
CoRR, 2022

OpenGridGym: An Open-Source AI-Friendly Toolkit for Distribution Market Simulation.
CoRR, 2022

Enhanced Meta Reinforcement Learning via Demonstrations in Sparse Reward Environments.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

DOPE: Doubly Optimistic and Pessimistic Exploration for Safe Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Realtime intelligent control for NextG cellular radio access networks.
Proceedings of the MobiSys '22: The 20th Annual International Conference on Mobile Systems, Applications and Services, Portland, Oregon, 27 June 2022, 2022

Reinforcement Learning with Sparse Rewards using Guidance from Offline Demonstration.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Multi-Agent Learning via Markov Potential Games in Marketplaces for Distributed Energy Resources.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021
Mode-Suppression: A Simple, Stable and Scalable Chunk-Sharing Algorithm for P2P Networks.
IEEE/ACM Trans. Netw., 2021

Safe Exploration for Constrained Reinforcement Learning with Provable Guarantees.
CoRR, 2021

NeurWIN: Neural Whittle Index Network For Restless Bandits Via Deep RL.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Model-Based Reinforcement Learning for Infinite-Horizon Discounted Constrained Markov Decision Processes.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Reinforcement Learning for Mean Field Games with Strategic Complementarities.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

Learning with Safety Constraints: Sample Complexity of Reinforcement Learning for Constrained MDPs.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
A Mean Field Game Analysis of Distributed MAC in Ultra-Dense Multichannel Wireless Networks.
IEEE/ACM Trans. Netw., 2020

A Mean Field Game Approach to Scheduling in Cellular Systems.
IEEE Trans. Control. Netw. Syst., 2020

Learning with Safety Constraints: Sample Complexity of Reinforcement Learning for Constrained MDPs.
CoRR, 2020

Learning Trembling Hand Perfect Mean Field Equilibrium for Dynamic Mean Field Games.
CoRR, 2020

Reinforcement Learning for Multi-Hop Scheduling and Routing of Real-Time Flows.
Proceedings of the 18th International Symposium on Modeling and Optimization in Mobile, 2020

2019
Small-Scale Markets for a Bilateral Energy Sharing Economy.
IEEE Trans. Control. Netw. Syst., 2019

Mode-Suppression: A Simple, Stable and Scalable Chunk-Sharing Algorithm for P2P Networks.
CoRR, 2019

Cache-Version Selection and Content Placement for Adaptive Video Streaming in Wireless Edge Networks.
Proceedings of the International Symposium on Modeling and Optimization in Mobile, 2019

Broadcasting Real-Time Flows in Integrated Backhaul and Access 5G Networks.
Proceedings of the International Symposium on Modeling and Optimization in Mobile, 2019

QFlow: A Reinforcement Learning Approach to High QoE Video Streaming over Wireless Networks.
Proceedings of the Twentieth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2019

A Market for Retail Electric Provider Based Demand Response.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

2018
Mean Field Games in Nudge Systems for Societal Networks.
ACM Trans. Model. Perform. Evaluation Comput. Syst., 2018

Accurate Learning or Fast Mixing? Dynamic Adaptability of Caching Algorithms.
IEEE J. Sel. Areas Commun., 2018

Assessing Strong String Stability of Constant Spacing Policy under Speed Limit Fluctuations.
CoRR, 2018

FlowBazaar: A Market-Mediated Software Defined Communications Ecosystem at the Wireless Edge.
CoRR, 2018

PULS: Processor-Supported Ultra-Low Latency Scheduling.
Proceedings of the Nineteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2018

A Monetary Mechanism for Stabilizing Cooperative Data Exchange with Selfish Users.
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Small-Scale Markets for Bilateral Resource Trading in the Sharing Economy.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Mode-Suppression: A Simple and Provably Stable Chunk-Sharing Algorithm for P2P Networks.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Collaborative Platooning of Automated Vehicles Using Variable Time-Gaps.
Proceedings of the 2018 Annual American Control Conference, 2018

2017
Incentivizing Sharing in Realtime D2D Streaming Networks: A Mean Field Game Perspective.
IEEE/ACM Trans. Netw., 2017

EnergyCoupon: A Case Study on Incentive-based Demand Response in Smart Grid.
Proceedings of the Eighth International Conference on Future Energy Systems, 2017

2016
Resource Sharing Centric Dynamic Voltage and Frequency Scaling for CMP Cores, Uncore, and Memory.
ACM Trans. Design Autom. Electr. Syst., 2016

Mean Field Equilibria of Pricing Games in Internet Marketplaces.
Proceedings of the 2016 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Science, 2016

2015
Opportunities for Network Coding: To Wait or Not to Wait.
IEEE/ACM Trans. Netw., 2015

Energy Coupon: A Mean Field Game Perspective on Demand Response in Smart Grids.
CoRR, 2015

Energy Coupon: A Mean Field Game Perspective on Demand Response in Smart Grids.
Proceedings of the 2015 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2015

Having your cake and eating it too: Energy savings without performance loss through resource sharing driven power management.
Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2015

2014
Multipath Wireless Network Coding: An Augmented Potential Game Perspective.
IEEE/ACM Trans. Netw., 2014

Which Protocol? Mutual Interaction of Heterogeneous Congestion Controllers.
IEEE/ACM Trans. Netw., 2014

Content Caching and Scheduling in Wireless Networks With Elastic and Inelastic Traffic.
IEEE/ACM Trans. Netw., 2014

Network Coding Decisions for Wireless Transmissions With Delay Consideration.
IEEE Trans. Commun., 2014

Fair, Flexible and Feasible ISP Billing.
SIGMETRICS Perform. Evaluation Rev., 2014

Volume-Based Transit Pricing: Is 95 the Right Percentile?
Proceedings of the Passive and Active Measurement - 15th International Conference, 2014

STORM: A Simple Traffic-Optimized Router Microarchitecture for Networks-on-Chip.
Proceedings of the Eighth IEEE/ACM International Symposium on Networks-on-Chip, 2014

A mean field game approach to scheduling in cellular systems.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

2013
Realtime streaming with guaranteed QoS over wireless D2D networks.
Proceedings of the Fourteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2013

2012
Harnessing multiple wireless interfaces for guaranteed QoS in proximate P2P networks.
Proceedings of the 2012 1st IEEE International Conference on Communications in China (ICCC), 2012

Incentives for P2P-assisted content distribution: If you can't beat 'em, join 'em.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012

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

Avoiding Interruptions - A QoE Reliability Function for Streaming Media Applications.
IEEE J. Sel. Areas Commun., 2011

Value-Aware Resource Allocation for Service Guarantees in Networks.
IEEE J. Sel. Areas Commun., 2011

Content caching and scheduling in wireless broadcast networks with elastic and inelastic traffic.
Proceedings of the 9th International Symposium on Modeling and Optimization in Mobile, 2011

Opportunities for network coding: To wait or not to wait.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Content-aware caching and traffic management in content distribution networks.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Service Routing in Multi-ISP Peer-to-Peer Content Distribution: Local or Remote?
Proceedings of the Game Theory for Networks - 2nd International ICST Conference, 2011

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

Demand-aware content distribution on the internet.
IEEE/ACM Trans. Netw., 2010

Targeted coupon distribution using social networks.
SIGMETRICS Perform. Evaluation Rev., 2010

Avoiding interruptions - QoE trade-offs in block-coded streaming media applications.
Proceedings of the IEEE International Symposium on Information Theory, 2010

Multipath Wireless Network Coding: A Population Game Perspective.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

Value-aware Resource Allocation for Service Guarantees in Networks.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

Implicit learning for explicit discount targeting in Online Social networks.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Access-network association policies for media streaming in heterogeneous environments.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Influence maximization in social networks: An ising-model-based approach.
Proceedings of the 48th Annual Allerton Conference on Communication, 2010

First-passage time analysis for digital communication over erasure channels with delay-sensitive traffic.
Proceedings of the 48th Annual Allerton Conference on Communication, 2010

2009
MultiTrack: a delay and cost aware P2P overlay architecture.
SIGMETRICS Perform. Evaluation Rev., 2009

Designing ISP-friendly Peer-to-Peer Networks Using Game-based Control
CoRR, 2009

Evolution of the Internet AS-Level Ecosystem.
Proceedings of the Complex Sciences, 2009

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

2007
Exploiting Resource Diversity in Networks of Peers
PhD thesis, 2007

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

Multihoming of Users to Access Points in WLANs: A Population Game Perspective.
IEEE J. Sel. Areas Commun., 2007

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

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

The Case for Non-Cooperative Multihoming of Users to Access Points in IEEE 802.11 WLANs.
Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006

2005
A Study of Burstiness in TCP Flows.
Proceedings of the Passive and Active Network Measurement, 6th International Workshop, 2005


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