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Scheduling mapreduce jobs in a cluster of dynamically available servers

机译:在动态可用服务器集群中调度mapreduce作业

摘要

There is provided a method, a system and a computer program product for improving performance and fairness in sharing a cluster of dynamically available computing resources among multiple jobs. The system collects at least one parameter associated with availability of a plurality of computing resources. The system calculates, based on the collected parameter, an effective processing time each computing resource can provide to each job. The system allocates, based on the calculated effective processing time, the computing resources to the multiple jobs, whereby the multiple jobs are completed at a same time or an approximate time.
机译:提供了一种用于在多个作业之间共享动态可用的计算资源的集群时提高性能和公平性的方法,系统和计算机程序产品。该系统收集与多个计算资源的可用性相关联的至少一个参数。系统根据收集的参数计算每个计算资源可以提供给每个作业的有效处理时间。系统基于计算出的有效处理时间将计算资源分配给多个作业,从而多个作业同时或近似地完成。

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