Adam Wierman

ACM Trans. Model. Perform. Evaluation Comput. Syst., June, 2023

Near-Optimal Distributed Linear-Quadratic Regulator for Networked Systems.

[BibT_eX]

[DOI]

SIAM J. Control. Optim., June, 2023

An Energy Sharing Mechanism Considering Network Constraints and Market Power Limitation.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, March, 2023

Adaptive Network Response to Line Failures in Power Systems.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., March, 2023

Global Convergence of Localized Policy Iteration in Networked Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

Proc. ACM Meas. Anal. Comput. Syst., March, 2023

Online Adversarial Stabilization of Unknown Networked Systems.

[BibT_eX]

[DOI]

Dimitar Ho

Proc. ACM Meas. Anal. Comput. Syst., March, 2023

Smoothed Online Optimization with Unreliable Predictions.

[BibT_eX]

[DOI]

Proc. ACM Meas. Anal. Comput. Syst., March, 2023

Generalized Exact Scheduling: A Minimal-Variance Distributed Deadline Scheduler.

[BibT_eX]

[DOI]

Yorie Nakahira

Oper. Res., March, 2023

Two-Timescale Q-Learning with Function Approximation in Zero-Sum Stochastic Games.

[BibT_eX]

[DOI]

CoRR, 2023

Adversarial Attacks on Cooperative Multi-agent Bandits.

[BibT_eX]

[DOI]

CoRR, 2023

Best of Both Worlds: Stochastic and Adversarial Convex Function Chasing.

[BibT_eX]

[DOI]

Neelkamal Bhuyan

Debankur Mukherjee

CoRR, 2023

Online Conversion with Switching Costs: Robust and Learning-Augmented Algorithms.

[BibT_eX]

[DOI]

CoRR, 2023

Online Algorithms with Uncertainty-Quantified Predictions.

[BibT_eX]

[DOI]

CoRR, 2023

Learning the Uncertainty Sets for Control Dynamics via Set Membership: A Non-Asymptotic Analysis.

[BibT_eX]

[DOI]

CoRR, 2023

Towards Environmentally Equitable AI via Geographical Load Balancing.

[BibT_eX]

[DOI]

CoRR, 2023

Online learning for robust voltage control under uncertain grid topology.

[BibT_eX]

[DOI]

CoRR, 2023

Learning-Augmented Decentralized Online Convex Optimization in Networks.

[BibT_eX]

[DOI]

CoRR, 2023

Adversarial Attacks on Online Learning to Rank with Click Feedback.

[BibT_eX]

[DOI]

CoRR, 2023

Online Stabilization of Unknown Linear Time-Varying Systems.

[BibT_eX]

[DOI]

Varun Gupta

CoRR, 2023

Contextual Combinatorial Bandits with Probabilistically Triggered Arms.

[BibT_eX]

[DOI]

Wei Chen

CoRR, 2023

Price Cycles in Ridesharing Platforms.

[BibT_eX]

[DOI]

Chenkai Yu

Hongyao Ma

Proceedings of the Web and Internet Economics - 19th International Conference, 2023

Convergence rates for localized actor-critic in networked Markov potential games.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Adversarial Attacks on Online Learning to Rank with Click Feedback.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

SustainGym: Reinforcement Learning Environments for Sustainable Energy Systems.

[BibT_eX]

[DOI]

Mohammad Mehdi Hosseini

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Anytime-Competitive Reinforcement Learning with Policy Prior.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Online Adaptive Policy Selection in Time-Varying Systems: No-Regret via Contractive Perturbations.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Robust Learning for Smoothed Online Convex Optimization with Feedback Delay.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Beyond Black-Box Advice: Learning-Augmented Algorithms for MDPs with Q-Value Predictions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A Finite-Sample Analysis of Payoff-Based Independent Learning in Zero-Sum Stochastic Games.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Online switching control with stability and regret guarantees.

[BibT_eX]

[DOI]

Proceedings of the Learning for Dynamics and Control Conference, 2023

Contextual Combinatorial Bandits with Probabilistically Triggered Arms.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Pricing Uncertainty in Stochastic Multi-Stage Electricity Markets.

[BibT_eX]

[DOI]

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

KCRL: Krasovskii-Constrained Reinforcement Learning with Guaranteed Stability in Nonlinear Discrete-Time Systems.

[BibT_eX]

[DOI]

Sahin Lale

Yuanyuan Shi

Kamyar Azizzadenesheli

Anima Anandkumar

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Online Adversarial Stabilization of Unknown Linear Time-Varying Systems.

[BibT_eX]

[DOI]

Varun Gupta

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Optimal robustness-consistency tradeoffs for learning-augmented metrical task systems.

[BibT_eX]

[DOI]

Nicolas Christianson

Junxuan Shen

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Scalable Reinforcement Learning for Multiagent Networked Systems.

[BibT_eX]

[DOI]

Na Li

Oper. Res., November, 2022

Learning-Augmented Energy-Aware Scheduling of Precedence-Constrained Tasks.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2022

The Privacy Paradox and Optimal Bias-Variance Trade-offs in Data Acquisition.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2022

Online Optimization with Feedback Delay and Nonlinear Switching Cost.

[BibT_eX]

[DOI]

Proc. ACM Meas. Anal. Comput. Syst., 2022

Robustness and Consistency in Linear Quadratic Control with Untrusted Predictions.

[BibT_eX]

[DOI]

Proc. ACM Meas. Anal. Comput. Syst., 2022

Transparency and Control in Platforms for Networked Markets.

[BibT_eX]

[DOI]

Oper. Res., 2022

Stability Constrained Reinforcement Learning for Real-Time Voltage Control in Distribution Systems.

[BibT_eX]

[DOI]

CoRR, 2022

KCRL: Krasovskii-Constrained Reinforcement Learning with Guaranteed Stability in Nonlinear Dynamical Systems.

[BibT_eX]

[DOI]

Sahin Lale

Yuanyuan Shi

Kamyar Azizzadenesheli

Anima Anandkumar

CoRR, 2022

Equipping Black-Box Policies with Model-Based Advice for Stable Nonlinear Control.

[BibT_eX]

[DOI]

CoRR, 2022

Online Stabilization of Unknown Networked Systems with Communication Constraints.

[BibT_eX]

[DOI]

Dimitar Ho

CoRR, 2022

Online Optimization with Untrusted Predictions.

[BibT_eX]

[DOI]

CoRR, 2022

Bounded-Regret MPC via Perturbation Analysis: Prediction Error, Constraints, and Nonlinearity.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

On the Sample Complexity of Stabilizing LTI Systems on a Single Trajectory.

[BibT_eX]

[DOI]

Yang Hu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Decentralized Online Convex Optimization in Networked Systems.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Robust online voltage control with an unknown grid topology.

[BibT_eX]

[DOI]

Proceedings of the e-Energy '22: The Thirteenth ACM International Conference on Future Energy Systems, Virtual Event, 28 June 2022, 2022

Chasing Convex Bodies and Functions with Black-Box Advice.

[BibT_eX]

[DOI]

Nicolas Christianson

Tinashe Handina

Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022

Competitive Control with Delayed Imperfect Information.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2022

Stability Constrained Reinforcement Learning for Real-Time Voltage Control.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2022

Interface Networks for Failure Localization in Power Systems.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2022

On the Sample Complexity of Stabilizing LTI Systems on a Single Trajectory (Extended Abstract).

[BibT_eX]

[DOI]

Yang Hu

Proceedings of the 58th Annual Allerton Conference on Communication, 2022

2021

Learning-Based Predictive Control via Real-Time Aggregate Flexibility.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2021

Correction to: Multi-server queueing systems with multiple priority classes.

[BibT_eX]

[DOI]

Queueing Syst. Theory Appl., 2021

The Online Knapsack Problem with Departures.

[BibT_eX]

[DOI]

Lin Yang

Proc. ACM Meas. Anal. Comput. Syst., 2021

Information Aggregation for Constrained Online Control.

[BibT_eX]

[DOI]

Proc. ACM Meas. Anal. Comput. Syst., 2021

Publisher Correction to: Signomial and polynomial optimization via relative entropy and partial dualization.

[BibT_eX]

[DOI]

Riley Murray

Venkat Chandrasekaran

Math. Program. Comput., 2021

Signomial and polynomial optimization via relative entropy and partial dualization.

[BibT_eX]

[DOI]

Riley Murray

Venkat Chandrasekaran

Math. Program. Comput., 2021

Newton Polytopes and Relative Entropy Optimization.

[BibT_eX]

[DOI]

Riley Murray

Venkat Chandrasekaran

Found. Comput. Math., 2021

Robustness and Consistency in Linear Quadratic Control with Predictions.

[BibT_eX]

[DOI]

CoRR, 2021

In-Network Freshness Control: Trading Throughput for Freshness.

[BibT_eX]

[DOI]

Shih-Hao Tseng

SooJean Han

CoRR, 2021

A Spectral Representation of Power Systems with Applications to Adaptive Grid Partitioning and Cascading Failure Localization.

[BibT_eX]

[DOI]

CoRR, 2021

Pareto-Optimal Learning-Augmented Algorithms for Online Conversion Problems.

[BibT_eX]

[DOI]

Russell Lee

Danny H. K. Tsang

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

Multi-Agent Reinforcement Learning in Stochastic Networked Systems.

[BibT_eX]

[DOI]

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

Perturbation-based Regret Analysis of Predictive Control in Linear Time Varying Systems.

[BibT_eX]

[DOI]

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

Stable Online Control of Linear Time-Varying Systems.

[BibT_eX]

[DOI]

Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, 2021

Pricing flexibility of shiftable demand in electricity markets.

[BibT_eX]

[DOI]

Lucien Werner

Steven H. Low

Proceedings of the e-Energy '21: The Twelfth ACM International Conference on Future Energy Systems, Virtual Event, Torino, Italy, 28 June, 2021

Enabling Sustainable Clouds: The Case for Virtualizing the Energy System.

[BibT_eX]

[DOI]

Noman Bashir

Tian Guo

Proceedings of the SoCC '21: ACM Symposium on Cloud Computing, 2021

Exploiting Linear Models for Model-Free Nonlinear Control: A Provably Convergent Policy Gradient Approach.

[BibT_eX]

[DOI]

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

Data-driven Competitive Algorithms for Online Knapsack and Set Cover.

[BibT_eX]

[DOI]

Ali Zeynali

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Asymptotically Optimal Load Balancing in Large-scale Heterogeneous Systems with Multiple Dispatchers.

[BibT_eX]

[DOI]

Xingyu Zhou

Ness B. Shroff

SIGMETRICS Perform. Evaluation Rev., 2020

Online Linear Optimization with Inventory Management Constraints.

[BibT_eX]

[DOI]

Lin Yang

Proc. ACM Meas. Anal. Comput. Syst., 2020

Competitive Algorithms for the Online Multiple Knapsack Problem with Application to Electric Vehicle Charging.

[BibT_eX]

[DOI]

Ali Zeynali

Tongxin Li

Danny H. K. Tsang

Proc. ACM Meas. Anal. Comput. Syst., 2020

Characterizing Policies with Optimal Response Time Tails under Heavy-Tailed Job Sizes.

[BibT_eX]

[DOI]

Ziv Scully

Lucas van Kreveld

Onno J. Boxma

Jan-Pieter L. Dorsman

Proc. ACM Meas. Anal. Comput. Syst., 2020

Online Optimization with Predictions and Non-convex Losses.

[BibT_eX]

[DOI]

Yiheng Lin

Proc. ACM Meas. Anal. Comput. Syst., 2020

Third-Party Data Providers Ruin Simple Mechanisms.

[BibT_eX]

[DOI]

Proc. ACM Meas. Anal. Comput. Syst., 2020

Loyalty programs in the sharing economy: Optimality and competition.

[BibT_eX]

[DOI]

Zhixuan Fang

Longbo Huang

Perform. Evaluation, 2020

On the Inefficiency of Forward Markets in Leader-Follower Competition.

[BibT_eX]

[DOI]

Anish Agarwal

Oper. Res., 2020

Optimal Pricing in Markets with Nonconvex Costs.

[BibT_eX]

[DOI]

Navid Azizan

Yu Su

Krishnamurthy Dvijotham

Oper. Res., 2020

Real-time Aggregate Flexibility via Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Combining Model-Based and Model-Free Methods for Nonlinear Control: A Provably Convergent Policy Gradient Approach.

[BibT_eX]

[DOI]

CoRR, 2020

Distributed Reinforcement Learning in Multi-Agent Networked Systems.

[BibT_eX]

[DOI]

CoRR, 2020

Localization & Mitigation of Cascading Failures in Power Systems, Part II: Localization.

[BibT_eX]

[DOI]

CoRR, 2020

Localization & Mitigation of Cascading Failures in Power Systems, Part III: Real-time Mitigation.

[BibT_eX]

[DOI]

CoRR, 2020

Localization & Mitigation of Cascading Failures in Power Systems, Part I: Spectral Representation & Tree Partition.

[BibT_eX]

[DOI]

CoRR, 2020

An Integrated Approach for Failure Mitigation & Localization in Power Systems.

[BibT_eX]

[DOI]

CoRR, 2020

Beyond No-Regret: Competitive Control via Online Optimization with Memory.

[BibT_eX]

[DOI]

CoRR, 2020

Mitigating Cascading Failures via Local Responses.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Communications, 2020

The Power of Predictions in Online Control.

[BibT_eX]

[DOI]

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

Online Optimization with Memory and Competitive Control.

[BibT_eX]

[DOI]

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

Scalable Multi-Agent Reinforcement Learning for Networked Systems with Average Reward.

[BibT_eX]

[DOI]

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

Scalable Reinforcement Learning of Localized Policies for Multi-Agent Networked Systems.

[BibT_eX]

[DOI]

Na Li

Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020

Real-time Flexibility Feedback for Closed-loop Aggregator and System Operator Coordination.

[BibT_eX]

[DOI]

Tongxin Li

Steven H. Low

Proceedings of the e-Energy '20: The Eleventh ACM International Conference on Future Energy Systems, 2020

Finite-Time Analysis of Asynchronous Stochastic Approximation and $Q$-Learning.

[BibT_eX]

[DOI]

Proceedings of the Conference on Learning Theory, 2020

2019

Communication-Aware Scheduling of Precedence-Constrained Tasks.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2019

An Online Algorithm for Smoothed Online Convex Optimization.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2019

Logarithmic Communication for Distributed Optimization in Multi-Agent Systems.

[BibT_eX]

[DOI]

Palma London

Shai Vardi

Proc. ACM Meas. Anal. Comput. Syst., 2019

Competitive Online Optimization under Inventory Constraints.

[BibT_eX]

[DOI]

Proc. ACM Meas. Anal. Comput. Syst., 2019

Prices and subsidies in the sharing economy.

[BibT_eX]

[DOI]

Zhixuan Fang

Longbo Huang

Perform. Evaluation, 2019

On the Role of a Market Maker in Networked Cournot Competition.

[BibT_eX]

[DOI]

Subhonmesh Bose

Math. Oper. Res., 2019

Online Inventory Management with Application to Energy Procurement in Data Centers.

[BibT_eX]

[DOI]

Lin Yang

CoRR, 2019

Beyond Online Balanced Descent: An Optimal Algorithm for Smoothed Online Optimization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Optimal Pricing in Markets with Non-Convex Costs.

[BibT_eX]

[DOI]

Navid Azizan Ruhi

Yu Su

Krishnamurthy Dvijotham

Proceedings of the 2019 ACM Conference on Economics and Computation, 2019

Less is More: Real-time Failure Localization in Power Systems.

[BibT_eX]

[DOI]

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

An Online Algorithm for Smoothed Regression and LQR Control.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Datum: Managing Data Purchasing and Data Placement in a Geo-Distributed Data Market.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2018

Convex Prophet Inequalities.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2018

Minimal-Variance Distributed Deadline Scheduling in a Stationary Environment.

[BibT_eX]

[DOI]

Yorie Nakahira

SIGMETRICS Perform. Evaluation Rev., 2018

Minimal-variance distributed scheduling under strict demands and deadlines.

[BibT_eX]

[DOI]

Yorie Nakahira

SIGMETRICS Perform. Evaluation Rev., 2018

Failure Localization in Power Systems via Tree Partitions.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2018

Message from the Editors.

[BibT_eX]

[DOI]

Aditya Akella

Proc. ACM Meas. Anal. Comput. Syst., 2018

Provisioning of ad-supported cloud services: The role of competition.

[BibT_eX]

[DOI]

Vijay G. Subramanian

Perform. Evaluation, 2018

Smoothed Online Optimization for Regression and Control.

[BibT_eX]

[DOI]

CoRR, 2018

A Spot Capacity Market to Increase Power Infrastructure Utilization in Multi-tenant Data Centers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2018

Smoothed Online Convex Optimization in High Dimensions via Online Balanced Descent.

[BibT_eX]

[DOI]

Niangjun Chen

Proceedings of the Conference On Learning Theory, 2018

A Parallelizable Acceleration Framework for Packing Linear Programs.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Energy Portfolio Optimization of Data Centers.

[BibT_eX]

[DOI]

Mahdi Ghamkhari

Hamed Mohsenian Rad

IEEE Trans. Smart Grid, 2017

Controlling the Variability of Capacity Allocations Using Service Deferrals.

[BibT_eX]

[DOI]

Fernando Paganini

ACM Trans. Model. Perform. Evaluation Comput. Syst., 2017

The Economics of the Cloud.

[BibT_eX]

[DOI]

ACM Trans. Model. Perform. Evaluation Comput. Syst., 2017

Distributed Optimization via Local Computation Algorithms.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2017

Networked Cournot Competition in Platform Markets: Access Control and Efficiency Loss.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2017

A First Look at Power Attacks in Multi-Tenant Data Centers.

[BibT_eX]

[DOI]

Mohammad A. Islam

Shaolei Ren

SIGMETRICS Perform. Evaluation Rev., 2017

Thinking Fast and Slow: Optimization Decomposition Across Timescales.

[BibT_eX]

[DOI]

Niangjun Chen

SIGMETRICS Perform. Evaluation Rev., 2017

The efficiency of open access in platforms for networked cournot markets.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

On the efficiency of networked Stackelberg competition.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual Conference on Information Sciences and Systems, 2017

Exploiting a Thermal Side Channel for Power Attacks in Multi-Tenant Data Centers.

[BibT_eX]

[DOI]

Mohammad A. Islam

Shaolei Ren

Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security, 2017

Networked cournot competition in platform markets.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Allerton Conference on Communication, 2017

2016

When Heavy-Tailed and Light-Tailed Flows Compete: The Response Time Tail Under Generalized Max-Weight Scheduling.

[BibT_eX]

[DOI]

Krishna P. Jagannathan

IEEE/ACM Trans. Netw., 2016

Opportunities for Price Manipulation by Aggregators in Electricity Markets.

[BibT_eX]

[DOI]

Navid Azizan Ruhi

Niangjun Chen

Krishnamurthy Dvijotham

SIGMETRICS Perform. Evaluation Rev., 2016

Provisioning of Large-Scale Systems: The Interplay Between Network Effects and Strategic Behavior in the User Base.

[BibT_eX]

[DOI]

Manag. Sci., 2016

Routing and Staffing When Servers Are Strategic.

[BibT_eX]

[DOI]

Sherwin Doroudi

Amy R. Ward

Oper. Res., 2016

The Empirical Implications of Privacy-Aware Choice.

[BibT_eX]

[DOI]

Rachel Cummings

Oper. Res., 2016

Joint Data Purchasing and Data Placement in a Geo-Distributed Data Market.

[BibT_eX]

[DOI]

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

Using Predictions in Online Optimization: Looking Forward with an Eye on the Past.

[BibT_eX]

[DOI]

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

A market approach for handling power emergencies in multi-tenant data center.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Symposium on High Performance Computer Architecture, 2016

2015

Greening Geographical Load Balancing.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2015

Speculation-aware Cluster Scheduling.

[BibT_eX]

[DOI]

Xiaoqi Ren

Ganesh Ananthanarayanan

Minlan Yu

SIGMETRICS Perform. Evaluation Rev., 2015

Greening Multi-Tenant Data Center Demand Response.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2015

Characterizing the impact of the workload on the value of dynamic resizing in data centers.

[BibT_eX]

[DOI]

Perform. Evaluation, 2015

Online Convex Optimization Using Predictions.

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2015

Hopper: Decentralized Speculation-aware Cluster Scheduling at Scale.

[BibT_eX]

[DOI]

Xiaoqi Ren

Ganesh Ananthanarayanan

Minlan Yu

Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015

Optimizing energy storage participation in emerging power markets.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Green and Sustainable Computing Conference, 2015

Distributed optimization decomposition for joint economic dispatch and frequency regulation.

[BibT_eX]

[DOI]

Enrique Mallada

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Online convex optimization with ramp constraints.

[BibT_eX]

[DOI]

Masoud Badiei

Na Li

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

2014

Special Issue on Pricing and Incentives in Networks and Systems: Guest Editors' Introduction.

[BibT_eX]

[DOI]

ACM Trans. Internet Techn., 2014

On competitive provisioning of cloud services.

[BibT_eX]

[DOI]

Vijay G. Subramanian

SIGMETRICS Perform. Evaluation Rev., 2014

The economics of the cloud: price competition and congestion.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2014

Potential Games Are <i>Necessary</i> to Ensure Pure Nash Equilibria in Cost Sharing Games.

[BibT_eX]

[DOI]

Math. Oper. Res., 2014

On the Existence of Low-Rank Explanations for Mixed Strategy Behavior.

[BibT_eX]

[DOI]

Proceedings of the Web and Internet Economics - 10th International Conference, 2014

Energy procurement strategies in the presence of intermittent sources.

[BibT_eX]

[DOI]

Sachin Adlakha

Proceedings of the ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, 2014

Pricing data center demand response.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, 2014

GRASS: Trimming Stragglers in Approximation Analytics.

[BibT_eX]

[DOI]

Ganesh Ananthanarayanan

Michael Chien-Chun Hung

Proceedings of the 11th USENIX Symposium on Networked Systems Design and Implementation, 2014

Optimal risk-aware power procurement for data centers in day-ahead and real-time electricity markets.

[BibT_eX]

[DOI]

Mahdi Ghamkhari

Hamed Mohsenian Rad

Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014

Opportunities and challenges for data center demand response.

[BibT_eX]

[DOI]

Proceedings of the International Green Computing Conference, 2014

Distributional analysis for model predictive deferrable load control.

[BibT_eX]

[DOI]

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

The role of a market maker in networked cournot competition.

[BibT_eX]

[DOI]

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

On competitive provisioning of ad-supported cloud services.

[BibT_eX]

[DOI]

Vijay G. Subramanian

Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2013

Dynamic Right-Sizing for Power-Proportional Data Centers.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2013

Overcoming the Limitations of Utility Design for Multiagent Systems.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2013

Joint optimization of overlapping phases in MapReduce.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2013

Real-time deferrable load control: handling the uncertainties of renewable generation.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2013

Data center demand response: Avoiding the coincident peak via workload shifting and local generation.

[BibT_eX]

[DOI]

Perform. Evaluation, 2013

Distributed Welfare Games.

[BibT_eX]

[DOI]

Oper. Res., 2013

The Cost of an Epidemic over a Complex Network: A Random Matrix Approach.

[BibT_eX]

[DOI]

Subhonmesh Bose

CoRR, 2013

The Complexity of Nash Equilibria as Revealed by Data.

[BibT_eX]

[DOI]

CoRR, 2013

The fundamentals of heavy-tails: properties, emergence, and identification.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, 2013

A tale of two metrics: simultaneous bounds on competitiveness and regret.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, 2013

Potential games are necessary to ensure pure nash equilibria in cost sharing games.

[BibT_eX]

[DOI]

Proceedings of the fourteenth ACM Conference on Electronic Commerce, 2013

The empirical implications of rank in Bimatrix games.

[BibT_eX]

[DOI]

Proceedings of the fourteenth ACM Conference on Electronic Commerce, 2013

Inefficiency in forward markets with supply friction.

[BibT_eX]

[DOI]

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012

Speed Scaling.

[BibT_eX]

[DOI]

Proceedings of the Handbook of Energy-Aware and Green Computing - Two Volume Set., 2012

Many Flows Asymptotics for SMART Scheduling Policies.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2012

Online optimization with switching cost.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2012

Fairness and efficiency for polling models with the k-gated service discipline.

[BibT_eX]

[DOI]

Perform. Evaluation, 2012

Power-aware speed scaling in processor sharing systems: Optimality and robustness.

[BibT_eX]

[DOI]

Perform. Evaluation, 2012

Is Tail-Optimal Scheduling Possible?

[BibT_eX]

[DOI]

Oper. Res., 2012

Renewable and cooling aware workload management for sustainable data centers.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMETRICS/PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, 2012

Finding a walrasian equilibrium is easy for a fixed number of agents.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM Conference on Electronic Commerce, 2012

Online algorithms for geographical load balancing.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Green Computing Conference, 2012

Incentives for P2P-assisted content distribution: If you can't beat 'em, join 'em.

[BibT_eX]

[DOI]

Proceedings of the 50th Annual Allerton Conference on Communication, 2012

2011

Exploiting network effects in the provisioning of large scale systems.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2011

Geographical load balancing with renewables.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2011

Dispatching to incentivize fast service in multi-server queues.

[BibT_eX]

[DOI]

Sherwin Doroudi

SIGMETRICS Perform. Evaluation Rev., 2011

Complexity and economics: computational constraints may not matter empirically.

[BibT_eX]

[DOI]

Daniel Golovin

SIGecom Exch., 2011

Heavy-traffic analysis of mean response time under Shortest Remaining Processing Time.

[BibT_eX]

[DOI]

Perform. Evaluation, 2011

Competition yields efficiency in load balancing games.

[BibT_eX]

[DOI]

Jonatha Anselmi

Urtzi Ayesta

Perform. Evaluation, 2011

A revealed preference approach to computational complexity in economics.

[BibT_eX]

[DOI]

Daniel Golovin

Proceedings of the Proceedings 12th ACM Conference on Electronic Commerce (EC-2011), 2011

Peer Effects and Stability in Matching Markets.

[BibT_eX]

[DOI]

Proceedings of the Algorithmic Game Theory, 4th International Symposium, 2011

Characterizing distribution rules for cost sharing games.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on NETwork Games, COntrol and OPtimization, 2011

Minimizing the Social Cost of an Epidemic.

[BibT_eX]

[DOI]

Subhonmesh Bose

Proceedings of the Game Theory for Networks - 2nd International ICST Conference, 2011

Online dynamic capacity provisioning in data centers.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010

The average response time in a heavy-traffic srpt queue.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2010

An architectural view of game theoretic control.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2010

Tail-robust scheduling via limited processor sharing.

[BibT_eX]

[DOI]

Perform. Evaluation, 2010

Distance-Dependent Kronecker Graphs for Modeling Social Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2010

Optimality, fairness, and robustness in speed scaling designs.

[BibT_eX]

[DOI]

Proceedings of the SIGMETRICS 2010, 2010

Scheduling for the tail: Robustness versus optimality.

[BibT_eX]

[DOI]

Proceedings of the 48th Annual Allerton Conference on Communication, 2010

2009

Optimal speed scaling under arbitrary power functions.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2009

Power-Aware Speed Scaling in Processor Sharing Systems.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

On the Impact of Heterogeneity and Back-End Scheduling in Load Balancing Designs.

[BibT_eX]

[DOI]

Ho-Lin Chen

Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

Overcoming limitations of game-theoretic distributed control.

[BibT_eX]

[DOI]

Jayakrishnan Unnikrishnan

Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Approximate dynamic programming using fluid and diffusion approximations with applications to power management.

[BibT_eX]

[DOI]

Wei Chen

Dayu Huang

Ankur A. Kulkarni

Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Generalizing Kronecker graphs in order to model searchable networks.

[BibT_eX]

[DOI]

Proceedings of the 47th Annual Allerton Conference on Communication, 2009

2008

The effect of local scheduling in load balancing designs.

[BibT_eX]

[DOI]

Ho-Lin Chen

SIGMETRICS Perform. Evaluation Rev., 2008

The Foreground-Background queue: A survey.

[BibT_eX]

[DOI]

Misja Nuyens

Perform. Evaluation, 2008

Preventing Large Sojourn Times Using SMART Scheduling.

[BibT_eX]

[DOI]

Misja Nuyens

Oper. Res., 2008

Scheduling despite inexact job-size information.

[BibT_eX]

[DOI]

Misja Nuyens

Proceedings of the 2008 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2008

Distributed welfare games with applications to sensor coverage.

[BibT_eX]

[DOI]

Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Stochastic analysis of power-aware scheduling.

[BibT_eX]

[DOI]

Proceedings of the 46th Annual Allerton Conference on Communication, 2008

2007

Fairness and classifications.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2007

Scheduling in polling systems.

[BibT_eX]

[DOI]

Erik M. M. Winands

Onno J. Boxma

Perform. Evaluation, 2007

2006

On the effect of inexact size information in size based policies.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2006

How many servers are best in a dual-priority M/PH/k system?

[BibT_eX]

[DOI]

Perform. Evaluation, 2006

Tail asymptotics for policies favoring short jobs in a many-flows regime.

[BibT_eX]

[DOI]

Proceedings of the Joint International Conference on Measurement and Modeling of Computer Systems, 2006

Open Versus Closed: A Cautionary Tale.

[BibT_eX]

[DOI]

Bianca Schroeder

Proceedings of the 3rd Symposium on Networked Systems Design and Implementation (NSDI 2006), 2006

How to Determine a Good Multi-Programming Level for External Scheduling.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Data Engineering, 2006

2005

Multi-Server Queueing Systems with Multiple Priority Classes.

[BibT_eX]

[DOI]

Queueing Syst. Theory Appl., 2005

Nearly insensitive bounds on SMART scheduling.

[BibT_eX]

[DOI]

Takayuki Osogami

Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2005

Classifying scheduling policies with respect to higher moments of conditional response time.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2005

2004

Formalizing SMART scheduling.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2004

A recursive analysis technique for multi-dimensionally infinite Markov chains.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2004

A note on comparing response times in the M/GI/1/FB and M/GI/1/PS queues.

[BibT_eX]

[DOI]

Nikhil Bansal

Oper. Res. Lett., 2004

An improved upper bound for the pebbling threshold of the <i>n</i>-path.

[BibT_eX]

[DOI]

Discret. Math., 2004

2003

Modeling TCP-vegas under on/off traffic.

[BibT_eX]

[DOI]

Takayuki Osogami

Jörgen Olsén

SIGMETRICS Perform. Evaluation Rev., 2003

Classifying scheduling policies with respect to unfairness in an M/GI/1.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2003

A Unified Framework for Modeling TCP-Vegas, TCP-SACK, and TCP-Reno.

[BibT_eX]

[DOI]

Takayuki Osogami

Jörgen Olsén

Proceedings of the 11th International Workshop on Modeling, 2003

2002

Understanding the slowdown of large jobs in an M/GI/1 system.

[BibT_eX]

[DOI]

Karl Sigman

SIGMETRICS Perform. Evaluation Rev., 2002

Asymptotic convergence of scheduling policies with respect to slowdown.

[BibT_eX]

Karl Sigman