Application of grid task scheduling algorithm RR to medium-grained evolution strategies

Yoshiyuki MATSUMURA; Masashi OISO; Masaki MATSUDA; Noriyuki FUJIMOTO; Kenichi HAGIHARA; Kazuhiro OHKURA; Jeremy WYATT; Xin YAO

doi:10.1109/ICNC.2007.256

Application of grid task scheduling algorithm RR to medium-grained evolution strategies

Yoshiyuki MATSUMURA
, Masashi OISO
, Masaki MATSUDA
, Noriyuki FUJIMOTO
, Kenichi HAGIHARA
, Kazuhiro OHKURA
, Jeremy WYATT
, Xin YAO

Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

1 Citation (Scopus)

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. © 2007 IEEE.

Original language	English
Title of host publication	Proceedings - Third International Conference on Natural Computation, ICNC 2007
Pages	223-227
Number of pages	5
Volume	4
DOIs	https://doi.org/10.1109/ICNC.2007.256
Publication status	Published - 2007
Externally published	Yes

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10.1109/ICNC.2007.256

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@inproceedings{93c17e50b2194cee861ba80149a4cbdb,

title = "Application of grid task scheduling algorithm RR to medium-grained evolution strategies",

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. {\textcopyright} 2007 IEEE.",

author = "Yoshiyuki MATSUMURA and Masashi OISO and Masaki MATSUDA and Noriyuki FUJIMOTO and Kenichi HAGIHARA and Kazuhiro OHKURA and Jeremy WYATT and Xin YAO",

year = "2007",

doi = "10.1109/ICNC.2007.256",

language = "English",

isbn = "9780769528755",

volume = "4",

pages = "223--227",

booktitle = "Proceedings - Third International Conference on Natural Computation, ICNC 2007",

}

Application of grid task scheduling algorithm RR to medium-grained evolution strategies. / MATSUMURA, Yoshiyuki; OISO, Masashi; MATSUDA, Masaki et al.
Proceedings - Third International Conference on Natural Computation, ICNC 2007. Vol. 4 2007. p. 223-227 4344674.

Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

TY - GEN

T1 - Application of grid task scheduling algorithm RR to medium-grained evolution strategies

AU - MATSUMURA, Yoshiyuki

AU - OISO, Masashi

AU - MATSUDA, Masaki

AU - FUJIMOTO, Noriyuki

AU - HAGIHARA, Kenichi

AU - OHKURA, Kazuhiro

AU - WYATT, Jeremy

AU - YAO, Xin

PY - 2007

Y1 - 2007

N2 - 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. © 2007 IEEE.

AB - 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. © 2007 IEEE.

UR - https://www.scopus.com/pages/publications/38049049245

U2 - 10.1109/ICNC.2007.256

DO - 10.1109/ICNC.2007.256

M3 - Conference paper (refereed)

SN - 9780769528755

VL - 4

SP - 223

EP - 227

BT - Proceedings - Third International Conference on Natural Computation, ICNC 2007

ER -

Application of grid task scheduling algorithm RR to medium-grained evolution strategies

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