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» Optimizing interconnection policies
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123
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PE
2006
Springer
115views Optimization» more  PE 2006»
15 years 3 months ago
Optimal processor allocation to differentiated job flows
In this paper, we study the problem of dynamic allocation of the resources of a general parallel processing system, comprised of M heterogeneous processors and M heterogeneous tra...
Kimberly M. Wasserman, George Michailidis, Nichola...
ML
2002
ACM
121views Machine Learning» more  ML 2002»
15 years 3 months ago
Near-Optimal Reinforcement Learning in Polynomial Time
We present new algorithms for reinforcement learning, and prove that they have polynomial bounds on the resources required to achieve near-optimal return in general Markov decisio...
Michael J. Kearns, Satinder P. Singh
126
Voted
QUESTA
2002
86views more  QUESTA 2002»
15 years 3 months ago
Optimality of D-Policies for an M/G/1 Queue with a Removable Server
We consider an M/G/1 queue with a removable server. When a customer arrives, the workload becomes known. The cost structure consists of switching costs, running costs, and holding ...
Eugene A. Feinberg, Offer Kella
CDC
2009
IEEE
126views Control Systems» more  CDC 2009»
15 years 1 months ago
Stochastic optimization for Markov modulated networks with application to delay constrained wireless scheduling
Abstract-- We consider a wireless system with a small number of delay constrained users and a larger number of users without delay constraints. We develop a scheduling algorithm th...
Michael J. Neely
IWQOS
2011
Springer
14 years 6 months ago
Dexferizer: A service for data transfer optimization
— We present an approach to optimizing the transfer of data objects within a user’s collection of computers and personal devices, subject to a variety of user-defined quality ...
Ercan Ucan, Timothy Roscoe