Search Results for author: Ishai Menache

Found 4 papers, 2 papers with code

A Deep Learning Perspective on Network Routing

no code implementations1 Mar 2023 Yarin Perry, Felipe Vieira Frujeri, Chaim Hoch, Srikanth Kandula, Ishai Menache, Michael Schapira, Aviv Tamar

Routing is, arguably, the most fundamental task in computer networking, and the most extensively studied one.

Stochastic Optimization

Hindsight Learning for MDPs with Exogenous Inputs

1 code implementation13 Jul 2022 Sean R. Sinclair, Felipe Frujeri, Ching-An Cheng, Luke Marshall, Hugo Barbalho, Jingling Li, Jennifer Neville, Ishai Menache, Adith Swaminathan

Many resource management problems require sequential decision-making under uncertainty, where the only uncertainty affecting the decision outcomes are exogenous variables outside the control of the decision-maker.

counterfactual Decision Making +3

Dynamic Resource Allocation in the Cloud with Near-Optimal Efficiency

1 code implementation7 Sep 2018 Ishai Menache, Sebastian Perez-Salazar, Mohit Singh, Alejandro Toriello

To ensure these service requirements, cloud offerings often come with a service level agreement (SLA) between the provider and the users.

Data Structures and Algorithms Distributed, Parallel, and Cluster Computing Computer Science and Game Theory

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