Performance evaluation of distributed SWAP-GA models with GridRPC (ハイパフォーマンスコンピューティング・2007年並列/分散/協調処理に関する『旭川』サマー・ワークショップ(SWoPP旭川2007)--研究会・連続同時開催)

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概要

• 論文の詳細を見る

• SWAP-GA is a combined model of the SWAP (Soil Water Atmosphere and Plant) crop model and the Remote Sensing (RS) data assimilation technique, which is optimized by Genetic Algorithm (GA). Still, to run the SWAP-GA model in a single PC requires a massive amount of processing time. Based on the above observation, distributed or parallel computing can be a preeminent and convincing solution. At present, Multi-cluster Grids have emerged as the most popular type of distributed computing system. However, it is not an easy or straight forward task to port the SWAP-GA model in Grid environment. This paper discusses different strategies of implementing SWAP-GA model with GridRPC and presents their performance evaluation.

• 一般社団法人情報処理学会の論文
• 2007-08-01

著者

• Aida Kento

  National Inst. Of Informatics

• Aida Kento

  National Institute Of Informatics

• Akhter Shamim

  Tokyo Institute of Technology

• Osawa Kiyoshi

  Tokyo Institute of Technology

関連論文

• Evaluation of Natural Language Processing on Local and Public Cloud Resources
• Performance evaluation of distributed SWAP-GA models with GridRPC (ハイパフォーマンスコンピューティング・2007年並列/分散/協調処理に関する『旭川』サマー・ワークショップ(SWoPP旭川2007)--研究会・連続同時開催)
• Experimental Study of Distributed SWAP-GA Models on the Grid
• Effective system for simulating dust continuum observations on distributed computing resources

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