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A Multi Objectives Fault-tolerant Scheduling Algorithm Based on Consecutive Mapping

机译:基于连续映射的多目标容错调度算法

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摘要

Aimed at computational nodes failures effect on applications. Purposed a multi objectives task scheduling algorithm. The algorithm can schedule predecessor task graph. Applied task copy and pipeline technique to deal with computational nodes failures. When computational nodes are failed on platform, tasks can be copied, replica of all predecessors are mapped onto distinct compute nodes, each replica of task communicates to a unique replica of its successor node, every replica of current task is mapped onto computational nodes involved in replica of predecessor node. The mapping strategy can reduce systematic communication. Task scheduling algorithm using the strategy is better than other existing algorithm in terms of the two system indices of latency and numbers of computational nodes.
机译:针对计算节点故障对应用程序的影响。提出了一种多目标任务调度算法。该算法可以调度前任任务图。应用任务复制和流水线技术来处理计算节点故障。当平台上的计算节点发生故障时,可以复制任务,将所有先前任务的副本映射到不同的计算节点上,每个任务副本都与其后继节点的唯一副本进行通信,将当前任务的每个副本都映射到与之相关的计算节点上先前节点的副本。映射策略可以减少系统的通信。就等待时间和计算节点数量这两个系统指标而言,使用该策略的任务调度算法优于其他现有算法。

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