Ishai Menache
8 papers · 2016–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π
Renaissance Researcher
(5)
π
Trend Setter
Top co-authors
Research topics
Machine Learning
(6)
Optimization & Theory
(4)
Computer Science
(3)
Mathematics & Optimization
(3)
Application Areas
(3)
Optimization
(3)
Systems
(3)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Reinforcement Learning
(1)
Applications
(1)
Core AI
(1)
Learning Types
(1)
Methods
(1)
Keywords
resource allocation
(3)
network topology
(2)
reinforcement learning
(1)
transfer learning
(1)
markov decision process
(1)
mixed integer programming
(1)
resource management
(1)
virtual machine
(1)
foundation model
(1)
counterfactual reasoning
(1)
throughput optimization
(1)
data efficiency
(1)
latency reduction
(1)
exogenous variable
(1)
request scheduling
(1)
offline reinforcement learning
(1)
traffic engineering
(1)
latency optimization
(1)
distributed system
(1)
representation learning
(1)
Papers
Kamino: Efficient VM Allocation at Scale with Latency-Driven Cache-Aware Scheduling
OSDI 2025
Towards Foundation Models for Mixed Integer Linear Programming
ICLR 2025
DOTE: Rethinking (Predictive) WAN Traffic Engineering
NSDI 2023
Hindsight Learning for MDPs with Exogenous Inputs
ICML 2023
Kerveros: Efficient and Scalable Cloud Admission Control
OSDI 2023
Contracting Wide-area Network Topologies to Solve Flow Problems Quickly
NSDI 2021
Protean: VM Allocation Service at Scale
OSDI 2020
Morpheus: Towards Automated SLOs for Enterprise Clusters
OSDI 2016