云环境下基于最低运输和完成时间算法的多dag调度

Fengbo Ren, Jiong Yu
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引用次数: 4

摘要

针对异构分布式环境下的多DAG工作流调度问题,提出了一种基于最小化数据传输时间和任务完成时间的调度算法,该算法可以处理多个DAG工作流具有相同优先级的问题,并给出了多优先级多DAG混合调度算法。实验表明,与E-Fairness算法相比,该算法在公平性的基础上保证了多个dag的调度,避免了额外的数据传输开销,缩短了整个工作流的执行时间跨度,提高了资源利用率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multiple DAGs Scheduling Based on Lowest Transportation and Completion Time Algorithm on the Cloud
According to multiple DAG work Flow scheduling problem in heterogeneous distributed environments, in this paper, proposed a scheduling algorithm based on minimize the data transmission time and task completion time, which can deal with the problem that multiple DAGs workflow have the same priority, and gives the multi-priority multi-DAG mixed scheduling algorithm. Compared with E-Fairness algorithm, the experiments show that on the basis of fairness to ensure multiple DAGs scheduling, this algorithm can avoid additional data transfer overhead, shorten the entire workflow execution Make span, and improve resource utilization.
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