Application of Grid Task Scheduling Algorithm RR to Medium-Grained Evolution Strategies

A computational method for implementation of Evolution Strategies (ES) in Grid computing environments is discussed. In this paper, list scheduling with Round-robin order Replication (RR) is adopted to reduce waiting times due to synchronization in Medium-grained ES. Our results show that the replica...

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Published in:Third International Conference on Natural Computation (ICNC 2007) Vol. 4; pp. 223 - 227
Main Authors: Matsumura, Y., Oiso, M., Matsuda, M., Ohkura, K., Fujimoto, N., Hagihara, K., Wyatt, J., Xin Yao
Format: Conference Proceeding
Language:English
Japanese
Published: IEEE 2007
Subjects:
Artificial neural networks
Automatic control
Erbium
Evolutionary computation
Grid computing
Processor scheduling
Robot control
Robotics and automation
Scheduling algorithm
Telecommunication control
ISBN:9780769528755, 0769528759
ISSN:2157-9555
Online Access:Get full text
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Abstract A computational method for implementation of Evolution Strategies (ES) in Grid computing environments is discussed. In this paper, list scheduling with Round-robin order Replication (RR) is adopted to reduce waiting times due to synchronization in Medium-grained ES. Our results show that the replication in RR can reduce the synchronous waiting time in comparison with Work Queue (WQ) methods.
AbstractList A computational method for implementation of Evolution Strategies (ES) in Grid computing environments is discussed. In this paper, list scheduling with Round-robin order Replication (RR) is adopted to reduce waiting times due to synchronization in Medium-grained ES. Our results show that the replication in RR can reduce the synchronous waiting time in comparison with Work Queue (WQ) methods.
Author Oiso, M.
Wyatt, J.
Matsuda, M.
Fujimoto, N.
Ohkura, K.
Matsumura, Y.
Xin Yao
Hagihara, K.
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  surname: Xin Yao
  fullname: Xin Yao
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Snippet A computational method for implementation of Evolution Strategies (ES) in Grid computing environments is discussed. In this paper, list scheduling with...
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StartPage 223
SubjectTerms Artificial neural networks
Automatic control
Erbium
Evolutionary computation
Grid computing
Processor scheduling
Robot control
Robotics and automation
Scheduling algorithm
Telecommunication control
Title Application of Grid Task Scheduling Algorithm RR to Medium-Grained Evolution Strategies
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Volume 4
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