Online Rack Placement in Large-Scale Data Centers

Authors: Baxi, Saumil, Cummings, Kayla, Jacquillat, Alexandre, Lo, Sean, McDonald, Rob, Mellou, Konstantina, Menache, Ishai, Molinaro, Marco

Subject Terms: Mathematics - Optimization and Control, Computer Science - Data Structures and Algorithms, 90C11

Access URL: http://arxiv.org/abs/2501.12725

Towards Foundation Models for Mixed Integer Linear Programming

Authors: Li, Sirui, Kulkarni, Janardhan, Menache, Ishai, Wu, Cathy, Li, Beibin

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2410.08288

Small Language Models for Application Interactions: A Case Study

Authors: Li, Beibin, Zhang, Yi, Bubeck, Sébastien, Pathuri, Jeevan, Menache, Ishai

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2405.20347

How Generative AI Improves Supply Chain Management.

Authors: Menache, Ishai¹ (AUTHOR), Pathuri, Jeevan² (AUTHOR), Simchi-Levi, David³ (AUTHOR), Linton, Tom⁴ (AUTHOR)

Source: Harvard Business Review. Jan/Feb2025, Vol. 103 Issue 1, p86-95. 10p. 6 Color Photographs.

Subject Terms: *Supply chain management, *Decision making in business, Generative artificial intelligence, Language models, Demand forecasting

Large Language Models for Supply Chain Optimization

Authors: Li, Beibin, Mellou, Konstantina, Zhang, Bo, Pathuri, Jeevan, Menache, Ishai

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Computation and Language, Computer Science - Discrete Mathematics, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2307.03875

A Deep Learning Perspective on Network Routing

Authors: Perry, Yarin, Frujeri, Felipe Vieira, Hoch, Chaim, Kandula, Srikanth, Menache, Ishai, Schapira, Michael, Tamar, Aviv

Subject Terms: Computer Science - Networking and Internet Architecture, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2303.00735

Hindsight Learning for MDPs with Exogenous Inputs

Authors: Sinclair, Sean R., Frujeri, Felipe, Cheng, Ching-An, Marshall, Luke, Barbalho, Hugo, Li, Jingling, Neville, Jennifer, Menache, Ishai, Swaminathan, Adith

Subject Terms: Computer Science - Machine Learning, Statistics - Machine Learning, 68Q32, I.2.6

Access URL: http://arxiv.org/abs/2207.06272

Truthful Online Scheduling of Cloud Workloads under Uncertainty

Authors: Babaioff, Moshe, Lempel, Ronny, Lucier, Brendan, Menache, Ishai, Slivkins, Aleksandrs, Wong, Sam Chiu-Wai

Subject Terms: Computer Science - Computer Science and Game Theory, Computer Science - Data Structures and Algorithms

Access URL: http://arxiv.org/abs/2203.01213

Online Virtual Machine Allocation with Predictions

Authors: Buchbinder, Niv, Fairstein, Yaron, Mellou, Konstantina, Menache, Ishai, Joseph, Naor

Subject Terms: Computer Science - Data Structures and Algorithms, F.2.2

Access URL: http://arxiv.org/abs/2011.06250

Dynamic Resource Allocation in the Cloud with Near-Optimal Efficiency

Authors: Perez-Salazar, Sebastian, Menache, Ishai, Singh, Mohit, Toriello, Alejandro

Subject Terms: Computer Science - Data Structures and Algorithms, Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Computer Science and Game Theory

Access URL: http://arxiv.org/abs/1809.02688

Efficient Cloud Server Deployment Under Demand Uncertainty.

Authors: Liu, Rui Peng, Mellou, Konstantina, Gong, Evelyn Xiao-Yue, Li, Beibin, Coffee, Thomas, Pathuri, Jeevan, Simchi-Levi, David, Menache, Ishai

Source: Manufacturing & Service Operations Management (M&SOM); Mar/Apr2025, Vol. 27 Issue 2, p425-440, 16p

Dynamic Resource Allocation in the Cloud with Near-Optimal Efficiency

Authors: Perez-Salazar, Sebastian, Menache, Ishai, Singh, Mohit, Toriello, Alejandro

Source: Operations research. 70(4):2517-2537

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN629921574&indx=1&recIds=ETOCRN629921574

Multi-Itinerary Optimization as Cloud Service.

Authors: Cristian, Alexandru¹, alexandru.cristian@microsoft.com, Marshall, Luke¹, luke.marshall@microsoft.com, Negrea, Mihai¹, mihai.negrea@microsoft.com, Stoichescu, Flavius¹, flavius.stoichescu@microsoft.com, Cao, Peiwei¹, peiweic@microsoft.com, Menache, Ishai¹, ishai@microsoft.com

Source: Communications of the ACM; Nov2021, Vol. 64 Issue 11, p121-129, 9p, 3 Diagrams, 2 Charts, 2 Graphs, 1 Map

A state action frequency approach to throughput maximization over uncertain wireless channels

Authors: Jagannathan, Krishna, Mannor, Shie, Menache, Ishai, Modiano, Eytan

Source: 2011 Proceedings IEEE INFOCOM INFOCOM, 2011 Proceedings IEEE. :491-495 Apr, 2011

Relation: IEEE INFOCOM 2011 - IEEE Conference on Computer Communications

Near-Optimal Power Control in Wireless Networks: A Potential Game Approach

Authors: Candogan, Utku Ozan, Menache, Ishai, Ozdaglar, Asuman, Parrilo, Pablo A.

Source: 2010 Proceedings IEEE INFOCOM INFOCOM, 2010 Proceedings IEEE. :1-9 Mar, 2010

Relation: IEEE INFOCOM 2010 - IEEE Conference on Computer Communications

Dynamic Power Allocation Under Arbitrary Varying Channels - The Multi-User Case

Authors: Buchbinder, Niv, Lewin-Eytan, Liane, Menache, Ishai, Naor, Joseph, Orda, Ariel

Source: 2010 Proceedings IEEE INFOCOM INFOCOM, 2010 Proceedings IEEE. :1-9 Mar, 2010

Relation: IEEE INFOCOM 2010 - IEEE Conference on Computer Communications

ERA: A Framework for Economic Resource Allocation for the Cloud

Authors: Babaioff, Moshe, Mansour, Yishay, Nisan, Noam, Noti, Gali, Curino, Carlo, Ganapathy, Nar, Menache, Ishai, Reingold, Omer, Tennenholtz, Moshe, Timnat, Erez

Subject Terms: Computer Science - Computer Science and Game Theory, Computer Science - Distributed, Parallel, and Cluster Computing

Access URL: http://arxiv.org/abs/1702.07311

Truthful Online Scheduling with Commitments

Authors: Azar, Yossi, Kalp-Shaltiel, Inna, Lucier, Brendan, Menache, Ishai, Joseph, Naor, Yaniv, Jonathan

Subject Terms: Computer Science - Data Structures and Algorithms, Computer Science - Computer Science and Game Theory, F.2.2, K.6.2

Access URL: http://arxiv.org/abs/1507.00773

Non-Cooperative Spectrum Access — The Dedicated vs. Free Spectrum Choice

Authors: Jagannathan, Krishna, Menache, Ishai, Modiano, Eytan, Zussman, Gil

Source: IEEE Journal on Selected Areas in Communications IEEE J. Select. Areas Commun. Selected Areas in Communications, IEEE Journal on. 30(11):2251-2261 Dec, 2012

A dynamic random access game with energy constraints

Authors: Altman, Eitan, Basar, Tamer, Menache, Ishai, Tembine, Hamidou

Source: 2009 7th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, 2009. WiOPT 2009. 7th International Symposium on. :1-7 Jun, 2009

Relation: 2009 7th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks - WiOPT 2009