A Grid based Unified Framework for Optimization

• Item type: SIG Technical Reports(1)
• 公開日: 2008-05-09
• タイトル: A Grid based Unified Framework for Optimization
• タイトル / 言語: en
• タイトル: A Grid based Unified Framework for Optimization
• 言語: eng
• 資源タイプ / 資源タイプ識別子: http://purl.org/coar/resource_type/c_18gh
• 資源タイプ: technical report
• 著者所属: 北海道大学情報科学研究科複合情報学専攻
• 著者所属: 北海道大学情報科学研究科複合情報学専攻
• 著者所属: 北海道大学情報基盤センター大規模計算システム研究部門
• 著者所属: 北海道大学情報基盤センター大規模計算システム研究部門
• 著者所属(英): en
• 著者所属(英): Graduate School of Information Science and Technology, Hokkaido University
• 著者所属(英): en
• 著者所属(英): Graduate School of Information Science and Technology, Hokkaido University
• 著者所属(英): en
• 著者所属(英): Information Initiative Center, Hokkaido University
• 著者所属(英): en
• 著者所属(英): Information Initiative Center, Hokkaido University
• 著者名: ムナワー・アシム; ワヒブ・モハマド; 棟朝, 雅晴; 赤間, 清
• 著者名(英): Munawar, Asim; Wahib, Mohamed; Masaharu, Munetomo; Kiyoshi, Akama
• 論文抄録 / 内容記述タイプ: Other
• 論文抄録 / 内容記述: This paper presents a Service Oriented Architecture (SOA) compliant Problem Solving Environment (PSE) that allows the user to implement any metaheuristics based algorithm over a Grid. We call this framework a Grid based Unified Framework for Optimization (GridUFO). GridUFO provides a unified approach for sharing and using metaheuristics algorithms (solvers) and objective functions over a Grid in an easiest possible "plug & play" manner. In this way the user can take all the advantages of the Grid without taking into consideration any of the complexities posed by the Grid environment. The framework is accessible to the user through a Web service or through a fully integrated 2nd generation Web portal. GridUFO provides well-defined interfaces between the user-programmed objective functions and solvers. We also present MetaHeuristics Markup Language (MHML) an XML based language that acts as an interface between the user and the framework. In this paper we will discuss the design and implementation of GridUFO in detail. Moreover we will talk about our experience of working with Grids and we will also make some recommendations for future research.
• 論文抄録(英) / 内容記述タイプ: Other
• 論文抄録(英) / 内容記述: This paper presents a Service Oriented Architecture (SOA) compliant Problem Solving Environment (PSE) that allows the user to implement any metaheuristics based algorithm over a Grid. We call this framework a Grid based Unified Framework for Optimization (GridUFO). GridUFO provides a unified approach for sharing and using metaheuristics algorithms (solvers) and objective functions over a Grid in an easiest possible "plug & play" manner. In this way the user can take all the advantages of the Grid without taking into consideration any of the complexities posed by the Grid environment. The framework is accessible to the user through a Web service or through a fully integrated 2nd generation Web portal. GridUFO provides well-defined interfaces between the user-programmed objective functions and solvers. We also present MetaHeuristics Markup Language (MHML), an XML based language that acts as an interface between the user and the framework. In this paper we will discuss the design and implementation of GridUFO in detail. Moreover, we will talk about our experience of working with Grids, and we will also make some recommendations for future research.
• 書誌レコードID / 収録物識別子タイプ: NCID
• 書誌レコードID / 収録物識別子: AN10505667
• 書誌情報: 情報処理学会研究報告数理モデル化と問題解決（MPS）; 巻 2008, 号 41(2008-MPS-069), p. 23-26, 発行日 2008-05-09
• Notice: SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc.
• 出版者 / 言語: ja
• 出版者: 情報処理学会