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Workload balance and page access scheduling for parallel joins in shared-nothing systems

机译:无共享系统中并行连接的工作负载平衡和页面访问调度

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A methodology to resolve balancing and scheduling issues for parallel join execution in a shared-nothing multiprocessor environment are presented. In the past, research on parallel join methods focused on the design of algorithms for partitioning relations and distributing data buckets as evenly as possible to the processors. Once data are uniformly distributed to the processors, it is assumed that all processors will complete their tasks at about the same time. The authors stress that this is true if no further information, such as page-level join index, is available. Otherwise, the join execution can be further optimized and the workload in the processors may still be unbalanced. The authors study these problems in a shared-nothing environment.
机译:提出了一种解决方案,该方案解决了无共享多处理器环境中并行连接执行的平衡和调度问题。过去,对并行连接方法的研究主要集中在算法的设计上,该算法用于划分关系并将数据存储区尽可能均匀地分配给处理器。一旦将数据均匀地分发给处理器,就假定所有处理器将在大约同一时间完成其任务。作者强调说,如果没有其他信息(例如页面级连接索引)可用,这是正确的。否则,可以进一步优化联接执行,并且处理器中的工作负载可能仍然不平衡。作者在没有共享的环境中研究了这些问题。

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