I. Menache

Most-cited papers

Resource Management with Deep Reinforcement Learning
Hongzi Mao, Mohammad Alizadeh, I. Menache, S. Kandula
2016ACM Workshop on Hot Topics in Networks1,420 citations
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Q-Cut - Dynamic Discovery of Sub-goals in Reinforcement Learning
I. Menache, Shie Mannor, N. Shimkin
2002European Conference on Machine Learning308 citations Open access
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Dynamic abstraction in reinforcement learning via clustering
Shie Mannor, I. Menache, Amit Hoze, Uri Klein
2004International Conference on Machine Learning263 citations
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Flows and Decompositions of Games: Harmonic and Potential Games
Ozan Candogan, I. Menache, A. Ozdaglar, P. Parrilo
2010Mathematics of Operations Research228 citations Open access
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Surviving failures in bandwidth-constrained datacenters
P. Bodík, I. Menache, Mosharaf Chowdhury, Pradeepkumar Mani +2 more
2012CCRV214 citations Open access
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Protean: VM Allocation Service at Scale
Ori Hadary, Luke Marshall, I. Menache, Abhisek Pan +7 more
2020USENIX Symposium on Operating Systems Design and Implementation208 citations
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Basis Function Adaptation in Temporal Difference Reinforcement Learning
I. Menache, Shie Mannor, N. Shimkin
2005Annals of Operations Research207 citations
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Network-Aware Scheduling for Data-Parallel Jobs: Plan When You Can
Virajith Jalaparti, P. Bodík, I. Menache, Sriram Rao +2 more
2015Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication203 citations
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Calendaring for wide area networks
S. Kandula, I. Menache, Roy Schwartz, Spandana Raj Babbula
2014Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication192 citations Open access
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Speeding up distributed request-response workflows
Virajith Jalaparti, P. Bodík, S. Kandula, I. Menache +2 more
2013Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication154 citations Open access
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TEAVAR: striking the right utilization-availability balance in WAN traffic engineering
Jeremy Bogle, N. Bhatia, Manya Ghobadi, I. Menache +3 more
2019Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication132 citations Open access
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Dynamic Pricing and Traffic Engineering for Timely Inter-Datacenter Transfers
Virajith Jalaparti, Ivan A. Bliznets, S. Kandula, Brendan Lucier +1 more
2016Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication130 citations
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Network Games: Theory, Models, and Dynamics
I. Menache, A. Ozdaglar
2011Network Games124 citations
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Large Language Models for Supply Chain Optimization
Beibin Li, Konstantina Mellou, Bo-Wen Zhang, Jeevan Pathuri +1 more
2023arXiv.org117 citations Open access
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On-demand, Spot, or Both: Dynamic Resource Allocation for Executing Batch Jobs in the Cloud
I. Menache, Ohad Shamir, Navendu Jain
2014International Conference on Automation and Computing104 citations
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Contracting Wide-area Network Topologies to Solve Flow Problems Quickly
Firas Abuzaid, S. Kandula, Behnaz Arzani, I. Menache +2 more
2020Symposium on Networked Systems Design and Implementation103 citations
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Online Job-Migration for Reducing the Electricity Bill in the Cloud
Niv Buchbinder, Navendu Jain, I. Menache
2011Networking103 citations Open access
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Efficient online scheduling for deadline-sensitive jobs: extended abstract
Brendan Lucier, I. Menache, J. Naor, Jonathan Yaniv
2013ACM Symposium on Parallelism in Algorithms and Architectures87 citations
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Near-optimal scheduling mechanisms for deadline-sensitive jobs in large computing clusters
Navendu Jain, I. Menache, J. Naor, Jonathan Yaniv
2012ACM Symposium on Parallelism in Algorithms and Architectures85 citations
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A Truthful Mechanism for Value-Based Scheduling in Cloud Computing
Navendu Jain, I. Menache, J. Naor, Jonathan Yaniv
2011Theory of Computing Systems84 citations
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DOTE: Rethinking (Predictive) WAN Traffic Engineering
Yarin Perry, F. Frujeri, Chaim Hoch, S. Kandula +3 more
2023Symposium on Networked Systems Design and Implementation82 citations
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Near-Optimal Power Control in Wireless Networks: A Potential Game Approach
Utku Ozan Candogan, I. Menache, A. Ozdaglar, P. Parrilo
20102010 Proceedings IEEE INFOCOM79 citations Open access
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Co-Location-Resistant Clouds
Y. Azar, S. Kamara, I. Menache, Mariana Raykova +1 more
2014IACR Cryptology ePrint Archive74 citations
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Truthful Online Scheduling with Commitments
Y. Azar, Inna Kalp-Shaltiel, Brendan Lucier, I. Menache +2 more
2015ACM Conference on Economics and Computation65 citations Open access
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Socially optimal pricing of cloud computing resources
I. Menache, A. Ozdaglar, N. Shimkin
2011ValueTools64 citations Open access
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Distributed resource management across process boundaries
L. Suresh, P. Bodík, I. Menache, Marco Canini +1 more
2017ACM Symposium on Cloud Computing55 citations
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Non-Cooperative Spectrum Access — The Dedicated vs. Free Spectrum Choice
Krishna P. Jagannathan, I. Menache, G. Zussman, E. Modiano
2011IEEE Journal on Selected Areas in Communications55 citations
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Sharing Buffer Pool Memory in Multi-Tenant Relational Database-as-a-Service
Vivek R. Narasayya, I. Menache, Mohit Singh, Feng Li +2 more
2015Proceedings of the VLDB Endowment50 citations
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ERA: A Framework for Economic Resource Allocation for the Cloud
Moshe Babaioff, Y. Mansour, Noam Nisan, Gali Noti +6 more
2017The Web Conference47 citations Open access
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Rate-Based Equilibria in Collision Channels with Fading
I. Menache, N. Shimkin
2008IEEE Journal on Selected Areas in Communications42 citations
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Non-Cooperative Spectrum Access - The Dedicated vs. Free Spectrum Choice
Krishna P. Jagannathan, I. Menache, E. Modiano, G. Zussman
2012IEEE J. Sel. Areas Commun.41 citations Open access
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Topology-Aware VM Migration in Bandwidth Oversubscribed Datacenter Networks
Navendu Jain, I. Menache, J. Naor, F. Shepherd
2012International Colloquium on Automata, Languages and Programming39 citations
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Towards Foundation Models for Mixed Integer Linear Programming
Sirui Li, Janardhan Kulkarni, I. Menache, Cathy Wu +1 more
2024International Conference on Learning Representations38 citations
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Hindsight Learning for MDPs with Exogenous Inputs
Sean R. Sinclair, F. Frujeri, Ching-An Cheng, Luke Marshall +5 more
2022International Conference on Machine Learning38 citations Open access
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A state action frequency approach to throughput maximization over uncertain wireless channels
Krishna P. Jagannathan, Shie Mannor, I. Menache, E. Modiano
20112011 Proceedings IEEE INFOCOM33 citations Open access
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Dynamic Power Allocation Under Arbitrary Varying Channels - An Online Approach
Niv Buchbinder, L. Lewin-Eytan, I. Menache, J. Naor +1 more
2009IEEE INFOCOM 200930 citations Open access
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Online Virtual Machine Allocation with Lifetime and Load Predictions
Niv Buchbinder, Yaron Fairstein, Konstantina Mellou, I. Menache +1 more
2021Measurement and Modeling of Computer Systems29 citations
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Optimizing distributed actor systems for dynamic interactive services
Andrew Newell, Gabriel Kliot, I. Menache, Aditya Gopalan +2 more
2016European Conference on Computer Systems29 citations
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Near-Optimal Scheduling Mechanisms for Deadline-Sensitive Jobs in Large Computing Clusters
Navendu Jain, I. Menache, J. Naor, Jonathan Yaniv
2015ACM Transactions on Parallel Computing29 citations
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Dynamic Discrete Power Control in Cellular Networks
E. Altman, Konstantin Avrachenkov, I. Menache, G. Miller +2 more
2009IEEE Transactions on Automatic Control29 citations Open access
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Efficient Rate-Constrained Nash Equilibrium in Collision Channels with State Information
I. Menache, N. Shimkin
2008IEEE INFOCOM 2008 - The 27th Conference on Computer Communications28 citations Open access
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Large Language Models for Supply Chain Decisions
David Simchi-Levi, Konstantina Mellou, I. Menache, Jeevan Pathuri
2025Social Science Research Network26 citations Open access
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Netco: Cache and I/O Management for Analytics over Disaggregated Stores
Virajith Jalaparti, C. Douglas, Mainak Ghosh, Ashvin Agrawal +5 more
2018ACM Symposium on Cloud Computing23 citations
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Deadline-aware scheduling of big-data processing jobs
P. Bodík, I. Menache, J. Naor, Jonathan Yaniv
2014ACM Symposium on Parallelism in Algorithms and Architectures23 citations
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Virtual Machine Allocation with Lifetime Predictions
Hugo Barbalho, Patricia Kovaleski, Beibin Li, Luke Marshall +10 more
2023Conference on Machine Learning and Systems22 citations
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Battery-state dependent power control as a dynamic game
I. Menache, E. Altman
20082008 6th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks and Workshops20 citations Open access
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Competitive scheduling in wireless collision channels with correlated channel state
Utku Ozan Candogan, I. Menache, A. Ozdaglar, P. Parrilo
2009International Conference on Game Theory for Networks19 citations Open access
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Fixed-Rate Equilibrium in Wireless Collision Channels
I. Menache, N. Shimkin
2007NET-COOP19 citations
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Dynamic Resource Allocation in the Cloud with Near-Optimal Efficiency
Sebastian Perez-Salazar, I. Menache, Mohit Singh, A. Toriello
2018Operational Research18 citations Open access
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Virtualizing Traffic Shapers for Practical Resource Allocation
G. Kumar, S. Kandula, P. Bodík, I. Menache
2013USENIX Workshop on Hot Topics in Cloud Computing17 citations
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