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Ishai Menache
Ishai Menache
Microsoft Research
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Resource management with deep reinforcement learning
H Mao, M Alizadeh, I Menache, S Kandula
Proceedings of the 15th ACM workshop on hot topics in networks, 50-56, 2016
12872016
Q-cut—dynamic discovery of sub-goals in reinforcement learning
I Menache, S Mannor, N Shimkin
Machine Learning: ECML 2002: 13th European Conference on Machine Learning ¡¦, 2002
3632002
Dynamic abstraction in reinforcement learning via clustering
S Mannor, I Menache, A Hoze, U Klein
Proceedings of the twenty-first international conference on Machine learning, 71, 2004
3252004
Morpheus: Towards automated {SLOs} for enterprise clusters
SA Jyothi, C Curino, I Menache, SM Narayanamurthy, A Tumanov, ...
12th USENIX Symposium on Operating Systems Design and Implementation (OSDI ¡¦, 2016
3122016
Resource management for cloud computing platforms
N Jain, I Menache
US Patent App. 13/169,923, 2011
272*2011
Surviving failures in bandwidth-constrained datacenters
P Bodík, I Menache, M Chowdhury, P Mani, DA Maltz, I Stoica
ACM SIGCOMM Computer Communication Review 42 (4), 431-442, 2012
2562012
Basis function adaptation in temporal difference reinforcement learning
I Menache, S Mannor, N Shimkin
Annals of Operations Research 134 (1), 215-238, 2005
2472005
Network-aware scheduling for data-parallel jobs: Plan when you can
V Jalaparti, P Bodik, I Menache, S Rao, K Makarychev, M Caesar
ACM SIGCOMM Computer Communication Review 45 (4), 407-420, 2015
2352015
Flows and decompositions of games: Harmonic and potential games
O Candogan, I Menache, A Ozdaglar, PA Parrilo
Mathematics of Operations Research 36 (3), 474-503, 2011
1932011
Speeding up Distributed Request-Response Workflows
V Jalaparti, P Bodik, S Kandula, I Menache, M Rybalkin, C Yan
Sigcomm, 2013
1892013
Calendaring for wide area networks
S Kandula, I Menache, R Schwartz, SR Babbula
Proceedings of the 2014 ACM conference on SIGCOMM, 515-526, 2014
1852014
Network games: Theory, models, and dynamics
A Ozdaglar, I Menache
Morgan & Claypool Publishers, 2011
1542011
Dynamic pricing and traffic engineering for timely inter-datacenter transfers
V Jalaparti, I Bliznets, S Kandula, B Lucier, I Menache
Proceedings of the 2016 ACM SIGCOMM Conference, 73-86, 2016
1342016
Protean: VM Allocation Service at Scale
O Hadary, L Marshall, I Menache, A Pan, EE Greeff, D Dion, S Dorminey, ...
14th {USENIX} Symposium on Operating Systems Design and Implementation ¡¦, 2020
1262020
Online job-migration for reducing the electricity bill in the cloud
N Buchbinder, N Jain, I Menache
NETWORKING 2011: 10th International IFIP TC 6 Networking Conference ¡¦, 2011
1252011
Near-optimal scheduling mechanisms for deadline-sensitive jobs in large computing clusters
N Jain, I Menache, J Naor, J Yaniv
ACM Transactions on Parallel Computing (TOPC) 2 (1), 1-29, 2015
1092015
Co-location-resistant clouds
Y Azar, S Kamara, I Menache, M Raykova, B Shepard
Proceedings of the 6th Edition of the ACM Workshop on Cloud Computing ¡¦, 2014
1062014
On-demand, spot, or both: Dynamic resource allocation for executing batch jobs in the cloud
I Menache, O Shamir, N Jain
11th International Conference on Autonomic Computing (ICAC 14), 177-187, 2014
1012014
A truthful mechanism for value-based scheduling in cloud computing
N Jain, I Menache, J Naor, J Yaniv
Theory of Computing Systems 54, 388-406, 2014
962014
Near-optimal power control in wireless networks: a potential game approach
UO Candogan, I Menache, A Ozdaglar, PA Parrilo
INFOCOM, 2010 Proceedings IEEE, 1-9, 2010
962010
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