Decentralized Computation and Communication Intensive Task Scheduling Algorithm for P2P Grid

P. Chauhan, Nitin
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引用次数: 12

Abstract

Most of earlier grid scheduling algorithms were based on centralized scheduler. Relying on central scheduler yields not only central point of failure, also, it is not possible because of scalability and political issues in present day gigantic grid systems. Hence, meta-schedulers came into limelight. However many authors recognizes limitations of hierarchical grid scheduling and proposed peer-to-peer (P2P) techniques, which have potential for grid scheduling. In this paper, new decentralized scheduling algorithm is proposed for P2P grid systems. In this method, an independent task sovereignly selects a most suitable grid node based on local information of immediate neighbors. A vital feature of this method is that it can schedule both computation intensive and communication intensive tasks to make grid system's workload balanced.
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P2P网格的分散计算和通信密集型任务调度算法
早期的网格调度算法大多基于集中式调度程序。依赖中央调度器不仅会产生中心故障点,而且由于当今庞大的网格系统的可伸缩性和政治问题,这是不可能的。因此,元调度器开始受到关注。然而,许多作者认识到分层网格调度的局限性,并提出了具有网格调度潜力的点对点(P2P)技术。本文针对P2P网格系统提出了一种新的分散调度算法。在该方法中,独立任务根据最近邻的局部信息自主选择最合适的网格节点。该方法的一个重要特点是既可以调度计算密集型任务,又可以调度通信密集型任务,使网格系统的工作负载均衡。
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