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AAAI
1998
14 years 11 months ago
Multi Machine Scheduling: An Agent-Based Approach
Scheduling of multiple parallel machinesin the face of sequence dependent setups and downstream considerations is a hard problem. No single efficient algorithm is guaranteedto pro...
Rama Akkiraju, Pinar Keskinocak, Sesh Murthy, Fred...
ICPP
2005
IEEE
15 years 3 months ago
An ACO-Based Approach for Scheduling Task Graphs with Communication Costs
In this paper we introduce a new algorithm for computing near optimal schedules for task graph problems. In contrast to conventional approaches for solving those scheduling proble...
Markus Bank, Udo Hönig, Wolfram Schiffmann
IPPS
2007
IEEE
15 years 4 months ago
Optimizing Sorting with Machine Learning Algorithms
The growing complexity of modern processors has made the development of highly efficient code increasingly difficult. Manually developing highly efficient code is usually expen...
Xiaoming Li, María Jesús Garzar&aacu...
72
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CORR
2010
Springer
126views Education» more  CORR 2010»
14 years 10 months ago
Towards Providing Low-Risk and Economically Feasible Network Data Transfer Services
: - In the first part of this paper we present the first steps towards providing low-risk and economically feasible network data transfer services. We introduce three types of data...
Mugurel Ionut Andreica, Vasile Deac, Stelian Tipa
CDC
2010
IEEE
139views Control Systems» more  CDC 2010»
14 years 4 months ago
Q-learning and enhanced policy iteration in discounted dynamic programming
We consider the classical finite-state discounted Markovian decision problem, and we introduce a new policy iteration-like algorithm for finding the optimal state costs or Q-facto...
Dimitri P. Bertsekas, Huizhen Yu