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  • 标题:PFS: A Productivity Forecasting System for Desktop Computers to Improve Grid Applications Performance in Enterprise Desktop Grid
  • 其他标题:PFS: A Productivity Forecasting System for Desktop Computers to Improve Grid Applications Performance in Enterprise Desktop Grid
  • 作者:Salinas, Sergio Ariel ; García Garino, Carlos ; Zunino, Alejandro
  • 期刊名称:COMPUTING AND INFORMATICS
  • 印刷版ISSN:1335-9150
  • 出版年度:2014
  • 卷号:33
  • 期号:4
  • 页码:783-809
  • 语种:English
  • 出版社:COMPUTING AND INFORMATICS
  • 摘要:An Enterprise Desktop Grid (EDG) is a low cost platform that gathers desktop computers spread over different institutions. This platform uses desktop computers idle time to run Grid applications. We argue that computers in these environments have a predictable productivity that affects a Grid application execution time. In this paper, we propose a system called PFS for computer productivity forecasting that improves Grid applications performance. We simulated 157.500 applications and compared the performance achieved by our proposal against two recent strategies. Our experiments show that a Grid scheduler based on PFS runs applications faster than schedulers based on other selection strategies.
  • 关键词:Parallel and Distributed Computing; Desktop Grids;Enterprise Desktop Grid; computer productivity forecasting; prediction methods; grid scheduling systems; heuristic method;68M20; 68M14; 68T01
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