The design, usage, and performance of GridUFO: A Grid based Unified Framework for Optimization

Munawar, Asim; Wahib, Mohamed; Munetomo, Masaharu et al.

Future Generation Computer Systems, 2010, 26(4), 633-644

Permalink : https://hdl.handle.net/2115/44373

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アクセス権
open access
URI
https://hdl.handle.net/2115/44373
タイトル
The design, usage, and performance of GridUFO: A Grid based Unified Framework for Optimization
著者
Munawar, Asim ; Wahib, Mohamed ; Munetomo, Masaharu ; Akama, Kiyoshi
著者名
Munawar, Asim
著者名
Wahib, Mohamed
著者名
Munetomo, Masaharu
著者名
Akama, Kiyoshi
言語
英語
キーワード
Grid computing
Service oriented architecture
Problem solving environment
Metaheuristics based optimization algorithms
Optimization framework
発行日
2010-04
出版者
ELSEVIER
収録物名
Future Generation Computer Systems
巻(号)
26(4)
ページ
633-644
抄録
We present GridUFO (Grid based Unified Framework for Optimization), a Service Oriented Architecture (SOA) compliant Problem Solving Environment (PSE) that allows the user to implement/share metaheuristics based optimization algorithms over a Grid. GridUFO eradicates the shortcomings of earlier projects and provides a unified approach for using algorithm/problem pair over a Grid in the easiest possible “plug & play” manner. This framework allows the users to concentrate on the actual application development, by hiding all the complexities involved in a Grid, without compromising on the functionality and flexibility promised by a Grid. This paper provides a detailed overview of the GridUFO infrastructure, specifically the way it deals with optimization algorithms and objective functions, handles Service Level Agreements (SLAs), and follows SOA. We also present various results achieved, that demonstrate both the utility and performance of GridUFO under various application workloads and scenarios.
資源タイプ
学術雑誌論文
出版タイプ
Accepted Manuscript
PISSN
0167-739X
関連情報 (isVersionOf)
出版社版DOI
https://doi.org/10.1016/j.future.2009.12.001