首页> 外文会议>International Conference on Computational Science - ICCS 2003 Pt.4 Jun 2-4, 2003 Melbourne, Australia and St. Petersburg, Russia >An Adaptive Load Balancing Algorithm for Large Data Parallel Processing with Communication Delay
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An Adaptive Load Balancing Algorithm for Large Data Parallel Processing with Communication Delay

机译:具有通信延迟的大数据并行处理的自适应负载均衡算法

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摘要

Achieving good load balance in cluster environment is difficult due to its dynamic nature. Besides, the data to be processed may be transfered from geographically distant sites at a fluctuating transfer rate. This paper proposes a load balancing algorithm to deal with such fluctuating transfer rate. The novelty of the algorithm is to use buddy concept in processing node grouping and the data distribution statistics obtained at the source sites. We use single join processing in database query processing as its application.
机译:由于集群的动态特性,很难在集群环境中实现良好的负载平衡。此外,要处理的数据可以以波动的传输速率从地理位置较远的站点传输。针对这种波动的传输速率,本文提出了一种负载均衡算法。该算法的新颖之处在于将伙伴概念用于处理节点分组和在源站点获得的数据分布统计信息。我们在数据库查询处理中使用单联接处理作为其应用程序。

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