Ishai Menache

91 papers A* 24A 1B 9Misc 3Journal 31Unranked 21
YearRankTypeTitle / Venue / Authors
2025 J jnl
Efficient Cloud Server Deployment Under Demand Uncertainty.
Manuf. Serv. Oper. Manag.
Rui Peng Liu, Konstantina Mellou, Evelyn Xiao-Yue Gong, Beibin Li, Thomas Coffee, Jeevan Pathuri, David Simchi-Levi, Ishai Menache
2025 A* conf
Kamino: Efficient VM Allocation at Scale with Latency-Driven Cache-Aware Scheduling.
OSDI
David Domingo, Hugo Barbalho, Marco Molinaro, Kuan Liu, Abhisek Pan, David Dion, Thomas Moscibroda, Sudarsun Kannan, Ishai Menache
2025 J jnl
Large Language Models for Supply Chain Decisions.
CoRR
David Simchi-Levi, Konstantina Mellou, Ishai Menache, Jeevan Pathuri
2025 J jnl
Online Rack Placement in Large-Scale Data Centers.
CoRR
Saumil Baxi, Kayla Cummings, Alexandre Jacquillat, Sean Lo, Rob McDonald, Konstantina Mellou, Ishai Menache, Marco Molinaro
2025 J jnl
OptiMind: Teaching LLMs to Think Like Optimization Experts.
CoRR
Zeyi Chen, Xinzhi Zhang, Humishka Zope, Hugo Barbalho, Konstantina Mellou, Marco Molinaro, Janardhan Kulkarni, Ishai Menache, Sirui Li
2025 J jnl
Solve Smart, Not Often: Policy Learning for Costly MILP Re-solving.
CoRR
Rui Ai, Hugo de Oliveira Barbalho, Sirui Li, Alexei Robsky, David Simchi-Levi, Ishai Menache
2025 A* conf
Towards Foundation Models for Mixed Integer Linear Programming.
ICLR
Sirui Li, Janardhan Kulkarni, Ishai Menache, Cathy Wu, Beibin Li
2024 J jnl
Small Language Models for Application Interactions: A Case Study.
CoRR
Beibin Li, Yi Zhang, Sébastien Bubeck, Jeevan Pathuri, Ishai Menache
2024 J jnl
Towards Foundation Models for Mixed Integer Linear Programming.
CoRR
Sirui Li, Janardhan Kulkarni, Ishai Menache, Cathy Wu, Beibin Li
2023 J jnl
A Deep Learning Perspective on Network Routing.
CoRR
Yarin Perry, Felipe Vieira Frujeri, Chaim Hoch, Srikanth Kandula, Ishai Menache, Michael Schapira, Aviv Tamar
2023 — conf
Anticipatory Resource Allocation for ML Training.
SoCC
Tapan Chugh, Srikanth Kandula, Arvind Krishnamurthy, Ratul Mahajan, Ishai Menache
2023 Misc conf
DOTE: Rethinking (Predictive) WAN Traffic Engineering.
NSDI
Yarin Perry, Felipe Vieira Frujeri, Chaim Hoch, Srikanth Kandula, Ishai Menache, Michael Schapira, Aviv Tamar
2023 J jnl
Flexible Resource Allocation for Relational Database-as-a-Service.
Proc. VLDB Endow.
Pankaj Arora, Surajit Chaudhuri, Sudipto Das, Junfeng Dong, Cyril George, Ajay Kalhan, Arnd Christian König, Willis Lang, Changsong Li, Feng Li, Jiaqi Liu, Lukas M. Maas, Akshay Mata, Ishai Menache, Justin Moeller, Vivek R. Narasayya, Matthaios Olma, Morgan Oslake, Elnaz Rezai, Yi Shan, Manoj Syamala, Shize Xu, Vasileios Zois
2023 A* conf
Hindsight Learning for MDPs with Exogenous Inputs.
ICML
Sean R. Sinclair, Felipe Vieira Frujeri, Ching-An Cheng, Luke Marshall, Hugo de Oliveira Barbalho, Jingling Li, Jennifer Neville, Ishai Menache, Adith Swaminathan
2023 A* conf
Kerveros: Efficient and Scalable Cloud Admission Control.
OSDI
Sultan Mahmud Sajal, Luke Marshall, Beibin Li, Shandan Zhou, Abhisek Pan, Konstantina Mellou, Deepak Narayanan, Timothy Zhu, David Dion, Thomas Moscibroda, Ishai Menache
2023 J jnl
Large Language Models for Supply Chain Optimization.
CoRR
Beibin Li, Konstantina Mellou, Bo Zhang, Jeevan Pathuri, Ishai Menache
2023 — conf
Virtual Machine Allocation with Lifetime Predictions.
MLSys
Hugo Barbalho, Patricia Kovaleski, Beibin Li, Luke Marshall, Marco Molinaro, Abhisek Pan, Eli Cortez, Matheus Leao, Harsh Patwari, Zuzu Tang, Larissa Rozales Gonçalves, David Dion, Thomas Moscibroda, Ishai Menache
2022 J jnl
Dynamic Resource Allocation in the Cloud with Near-Optimal Efficiency.
Oper. Res.
Sebastian Perez-Salazar, Ishai Menache, Mohit Singh, Alejandro Toriello
2022 A* conf
Truthful Online Scheduling of Cloud Workloads under Uncertainty.
WWW
Moshe Babaioff, Ronny Lempel, Brendan Lucier, Ishai Menache, Aleksandrs Slivkins, Sam Chiu-wai Wong
2022 J jnl
Truthful Online Scheduling of Cloud Workloads under Uncertainty.
CoRR
Moshe Babaioff, Ronny Lempel, Brendan Lucier, Ishai Menache, Aleksandrs Slivkins, Sam Chiu-wai Wong
2021 Misc conf
Contracting Wide-area Network Topologies to Solve Flow Problems Quickly.
NSDI
Firas Abuzaid, Srikanth Kandula, Behnaz Arzani, Ishai Menache, Matei Zaharia, Peter Bailis
2021 J jnl
Multi-itinerary optimization as cloud service.
Commun. ACM
Alexandru Cristian, Luke Marshall, Mihai Negrea, Flavius Stoichescu, Peiwei Cao, Ishai Menache
2021 — conf
Online Virtual Machine Allocation with Lifetime and Load Predictions.
SIGMETRICS (Abstracts)
Niv Buchbinder, Yaron Fairstein, Konstantina Mellou, Ishai Menache, Joseph (Seffi) Naor
2020 J jnl
Online Virtual Machine Allocation with Predictions.
CoRR
Niv Buchbinder, Yaron Fairstein, Konstantina Mellou, Ishai Menache, Joseph Naor
2020 — conf
Optimizing Onsite Food Services at Scale.
SIGSPATIAL/GIS
Konstantina Mellou, Luke Marshall, Krishna Chintalapudi, Patrick Jaillet, Ishai Menache
2020 A* conf
Protean: VM Allocation Service at Scale.
OSDI
Ori Hadary, Luke Marshall, Ishai Menache, Abhisek Pan, Esaias E. Greeff, David Dion, Star Dorminey, Shailesh Joshi, Yang Chen, Mark Russinovich, Thomas Moscibroda
2019 — conf
Multi-Itinerary Optimization as Cloud Service (Industrial Paper).
SIGSPATIAL/GIS
Alexandru Cristian, Luke Marshall, Mihai Negrea, Flavius Stoichescu, Peiwei Cao, Ishai Menache
2019 A* conf
TEAVAR: striking the right utilization-availability balance in WAN traffic engineering.
SIGCOMM
Jeremy Bogle, Nikhil Bhatia, Manya Ghobadi, Ishai Menache, Nikolaj S. Bjørner, Asaf Valadarsky, Michael Schapira
2018 J jnl
Dynamic Resource Allocation in the Cloud with Near-Optimal Efficiency.
CoRR
Ishai Menache, Sebastian Perez-Salazar, Mohit Singh, Alejandro Toriello
2018 — conf
Netco: Cache and I/O Management for Analytics over Disaggregated Stores.
SoCC
Virajith Jalaparti, Chris Douglas, Mainak Ghosh, Ashvin Agrawal, Avrilia Floratou, Srikanth Kandula, Ishai Menache, Joseph (Seffi) Naor, Sriram Rao
2017 — conf
Distributed resource management across process boundaries.
SoCC
Lalith Suresh, Peter Bodík, Ishai Menache, Marco Canini, Florin Ciucu
2017 — conf
ERA: A Framework for Economic Resource Allocation for the Cloud.
WWW (Companion Volume)
Moshe Babaioff, Yishay Mansour, Noam Nisan, Gali Noti, Carlo Curino, Nar Ganapathy, Ishai Menache, Omer Reingold, Moshe Tennenholtz, Erez Timnat
2017 J jnl
ERA: A Framework for Economic Resource Allocation for the Cloud.
CoRR
Moshe Babaioff, Yishay Mansour, Noam Nisan, Gali Noti, Carlo Curino, Nar Ganapathy, Ishai Menache, Omer Reingold, Moshe Tennenholtz, Erez Timnat
2016 — ch.
Big data analytics systems.
Big Data over Networks
Ganesh Ananthanarayanan, Ishai Menache
2016 A* conf
Dynamic Pricing and Traffic Engineering for Timely Inter-Datacenter Transfers.
SIGCOMM
Virajith Jalaparti, Ivan Bliznets, Srikanth Kandula, Brendan Lucier, Ishai Menache
2016 A* conf
Morpheus: Towards Automated SLOs for Enterprise Clusters.
OSDI
Sangeetha Abdu Jyothi, Carlo Curino, Ishai Menache, Shravan Matthur Narayanamurthy, Alexey Tumanov, Jonathan Yaniv, Ruslan Mavlyutov, Iñigo Goiri, Subru Krishnan, Janardhan Kulkarni, Sriram Rao
2016 A conf
Optimizing distributed actor systems for dynamic interactive services.
EuroSys
Andrew Newell, Gabriel Kliot, Ishai Menache, Aditya Gopalan, Soramichi Akiyama, Mark Silberstein
2016 Misc conf
Resource Management with Deep Reinforcement Learning.
HotNets
Hongzi Mao, Mohammad Alizadeh, Ishai Menache, Srikanth Kandula
2015 J jnl
Near-Optimal Scheduling Mechanisms for Deadline-Sensitive Jobs in Large Computing Clusters.
ACM Trans. Parallel Comput.
Navendu Jain, Ishai Menache, Joseph Naor, Jonathan Yaniv
2015 A* conf
Network-Aware Scheduling for Data-Parallel Jobs: Plan When You Can.
SIGCOMM
Virajith Jalaparti, Peter Bodík, Ishai Menache, Sriram Rao, Konstantin Makarychev, Matthew Caesar
2015 B conf
Online Caching with Convex Costs: Extended Abstract.
SPAA
Ishai Menache, Mohit Singh
2015 J jnl
Sharing Buffer Pool Memory in Multi-Tenant Relational Database-as-a-Service.
Proc. VLDB Endow.
Vivek R. Narasayya, Ishai Menache, Mohit Singh, Feng Li, Manoj Syamala, Surajit Chaudhuri
2015 A* conf
Truthful Online Scheduling with Commitments.
EC
Yossi Azar, Inna Kalp-Shaltiel, Brendan Lucier, Ishai Menache, Joseph Naor, Jonathan Yaniv
2015 J jnl
Truthful Online Scheduling with Commitments.
CoRR
Yossi Azar, Inna Kalp-Shaltiel, Brendan Lucier, Ishai Menache, Joseph Naor, Jonathan Yaniv
2014 J jnl
A Truthful Mechanism for Value-Based Scheduling in Cloud Computing.
Theory Comput. Syst.
Navendu Jain, Ishai Menache, Joseph Naor, Jonathan Yaniv
2014 B conf
Brief announcement: deadline-aware scheduling of big-data processing jobs.
SPAA
Peter Bodík, Ishai Menache, Joseph Naor, Jonathan Yaniv
2014 A* conf
Calendaring for wide area networks.
SIGCOMM
Srikanth Kandula, Ishai Menache, Roy Schwartz, Spandana Raj Babbula
2014 — conf
Co-Location-Resistant Clouds.
CCSW
Yossi Azar, Seny Kamara, Ishai Menache, Mariana Raykova, F. Bruce Shepherd
2014 J jnl
Co-Location-Resistant Clouds.
IACR Cryptol. ePrint Arch.
Yossi Azar, Seny Kamara, Ishai Menache, Mariana Raykova, F. Bruce Shepherd
2014 — conf
On-demand, Spot, or Both: Dynamic Resource Allocation for Executing Batch Jobs in the Cloud.
ICAC
Ishai Menache, Ohad Shamir, Navendu Jain
2013 J jnl
A State Action Frequency Approach to Throughput Maximization over Uncertain Wireless Channels.
Internet Math.
Krishna P. Jagannathan, Shie Mannor, Ishai Menache, Eytan H. Modiano
2013 B conf
Efficient online scheduling for deadline-sensitive jobs: extended abstract.
SPAA
Brendan Lucier, Ishai Menache, Joseph Naor, Jonathan Yaniv
2013 A* conf
Speeding up distributed request-response workflows.
SIGCOMM
Virajith Jalaparti, Peter Bodík, Srikanth Kandula, Ishai Menache, Mikhail Rybalkin, Chenyu Yan
2013 — conf
Virtualizing Traffic Shapers for Practical Resource Allocation.
HotCloud
Gautam Kumar, Srikanth Kandula, Peter Bodík, Ishai Menache
2012 J jnl
Dynamic Power Allocation Under Arbitrary Varying Channels - An Online Approach.
IEEE/ACM Trans. Netw.
Niv Buchbinder, Liane Lewin-Eytan, Ishai Menache, Joseph Naor, Ariel Orda
2012 B conf
Near-optimal scheduling mechanisms for deadline-sensitive jobs in large computing clusters.
SPAA
Navendu Jain, Ishai Menache, Joseph Naor, Jonathan Yaniv
2012 J jnl
Non-Cooperative Spectrum Access - The Dedicated vs. Free Spectrum Choice.
IEEE J. Sel. Areas Commun.
Krishna P. Jagannathan, Ishai Menache, Eytan H. Modiano, Gil Zussman
2012 A* conf
Surviving failures in bandwidth-constrained datacenters.
SIGCOMM
Peter Bodík, Ishai Menache, Mosharaf Chowdhury, Pradeepkumar Mani, David A. Maltz, Ion Stoica
2012 — conf
Topology-Aware VM Migration in Bandwidth Oversubscribed Datacenter Networks.
ICALP (2)
Navendu Jain, Ishai Menache, Joseph Naor, F. Bruce Shepherd
2011 B conf
A Truthful Mechanism for Value-Based Scheduling in Cloud Computing.
SAGT
Navendu Jain, Ishai Menache, Joseph Naor, Jonathan Yaniv
2011 A* conf
A state action frequency approach to throughput maximization over uncertain wireless channels.
INFOCOM
Krishna P. Jagannathan, Shie Mannor, Ishai Menache, Eytan H. Modiano
2011 J jnl
Flows and Decompositions of Games: Harmonic and Potential Games.
Math. Oper. Res.
Ozan Candogan, Ishai Menache, Asuman E. Ozdaglar, Pablo A. Parrilo
2011 — book
Network Games: Theory, Models, and Dynamics
Network Games
Ishai Menache, Asuman E. Ozdaglar
2011 B conf
Non-cooperative spectrum access: the dedicated vs. free spectrum choice.
MobiHoc
Krishna P. Jagannathan, Ishai Menache, Gil Zussman, Eytan H. Modiano
2011 B conf
Online Job-Migration for Reducing the Electricity Bill in the Cloud.
Networking (1)
Niv Buchbinder, Navendu Jain, Ishai Menache
2011 J jnl
Reservation-based distributed medium access in wireless collision channels.
Telecommun. Syst.
Ishai Menache, Nahum Shimkin
2011 — conf
Service Routing in Multi-ISP Peer-to-Peer Content Distribution: Local or Remote?
GAMENETS
Parimal Parag, Srinivas Shakkottai, Ishai Menache
2011 — conf
Socially optimal pricing of cloud computing resources.
VALUETOOLS
Ishai Menache, Asuman E. Ozdaglar, Nahum Shimkin
2010 A* conf
Dynamic Power Allocation Under Arbitrary Varying Channels - The Multi-User Case.
INFOCOM
Niv Buchbinder, Liane Lewin-Eytan, Ishai Menache, Joseph Naor, Ariel Orda
2010 — conf
Dynamics in near-potential games.
Allerton
Ozan Candogan, Ishai Menache, Asuman E. Ozdaglar, Pablo A. Parrilo
2010 J jnl
Flows and Decompositions of Games: Harmonic and Potential Games
CoRR
Ozan Candogan, Ishai Menache, Asuman E. Ozdaglar, Pablo A. Parrilo
2010 A* conf
Near-Optimal Power Control in Wireless Networks: A Potential Game Approach.
INFOCOM
Ozan Candogan, Ishai Menache, Asuman E. Ozdaglar, Pablo A. Parrilo
2009 B conf
A dynamic random access game with energy constraints.
WiOpt
Eitan Altman, Tamer Basar, Ishai Menache, Hamidou Tembine
2009 — conf
Competitive scheduling in wireless collision channels with correlated channel state.
GAMENETS
Ozan Candogan, Ishai Menache, Asuman E. Ozdaglar, Pablo A. Parrilo
2009 J jnl
Dynamic Discrete Power Control in Cellular Networks.
IEEE Trans. Autom. Control.
Eitan Altman, Konstantin Avrachenkov, Ishai Menache, Gregory B. Miller, Balakrishna J. Prabhu, Adam Shwartz
2009 A* conf
Dynamic Power Allocation Under Arbitrary Varying Channels - An Online Approach.
INFOCOM
Niv Buchbinder, Liane Lewin-Eytan, Ishai Menache, Joseph Naor, Ariel Orda
2009 A* conf
Noncooperative Load Balancing in the Continuum Limit of a Dense Network.
INFOCOM
Eitan Altman, Ishai Menache, Asuman E. Ozdaglar
2009 A* conf
Team and Noncooperative Solutions to Access Control with Priorities.
INFOCOM
Eitan Altman, Ishai Menache, Alberto Suárez
2008 B conf
Battery-state dependent power control as a dynamic game.
WiOpt
Ishai Menache, Eitan Altman
2008 J jnl
Capacity management and equilibrium for proportional QoS.
IEEE/ACM Trans. Netw.
Ishai Menache, Nahum Shimkin
2008 A* conf
Decentralized Rate Regulation in Random Access Channels.
INFOCOM
Ishai Menache, Nahum Shimkin
2008 A* conf
Efficient Rate-Constrained Nash Equilibrium in Collision Channels with State Information.
INFOCOM
Ishai Menache, Nahum Shimkin
2008 A* conf
Noncooperative power control and transmission scheduling in wireless collision channels.
SIGMETRICS
Ishai Menache, Nahum Shimkin
2008 J jnl
Rate-Based Equilibria in Collision Channels with Fading.
IEEE J. Sel. Areas Commun.
Ishai Menache, Nahum Shimkin
2008 — conf
Reservation-based distributed medium access in wireless collision channels.
VALUETOOLS
Ishai Menache, Nahum Shimkin
2007 — conf
Fixed-Rate Equilibrium in Wireless Collision Channels.
NET-COOP
Ishai Menache, Nahum Shimkin
2006 — conf
Capacity Assignment for Proportional QoS in Diffserv-Like Networks.
CDC
Ishai Menache, Nahum Shimkin
2005 J jnl
Basis Function Adaptation in Temporal Difference Reinforcement Learning.
Ann. Oper. Res.
Ishai Menache, Shie Mannor, Nahum Shimkin
2005 — conf
Proportional QoS in Differentiated Services Networks: Capacity Management, Equilibrium Analysis and Elastic Demands.
WINE
Ishai Menache, Nahum Shimkin
2004 A* conf
Dynamic abstraction in reinforcement learning via clustering.
ICML
Shie Mannor, Ishai Menache, Amit Hoze, Uri Klein
2002 — conf
Q-Cut - Dynamic Discovery of Sub-goals in Reinforcement Learning.
ECML
Ishai Menache, Shie Mannor, Nahum Shimkin