首页> 外文会议>Heterogeneous Computing Workshop, 1998. (HCW 98) Proceedings. 1998 Seventh >A dynamic matching and scheduling algorithm for heterogeneouscomputing systems
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A dynamic matching and scheduling algorithm for heterogeneouscomputing systems

机译:一种异构的动态匹配与调度算法计算系统

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A heterogeneous computing system provides a variety of differentmachines, orchestrated to perform an application whose subtasks havediverse execution requirements. The subtasks must be assigned tomachines (matching) and ordered for execution (scheduling) such that theoverall application execution time is minimized. A new dynamic mapping(matching and scheduling) heuristic called the hybrid remapper ispresented here. The hybrid remapper is based on a centralized policy andimproves a statically, obtained initial matching and scheduling byremapping to reduce the overall execution time. The remapping isnon-preemptive and the execution of the hybrid remapper can beoverlapped with the execution of the subtasks. During applicationexecution, the hybrid remapper uses run-time values for the subtaskcompletion times and machine availability times whenever possible.Therefore, the hybrid remapper bases its decisions on a mixture ofrun-time and expected values. The potential of the hybrid remapper toimprove the performance of initial static mappings is demonstrated usingsimulation studies
机译:异构计算系统提供了多种不同的 机器,以执行其子任务已包含的应用程序 不同的执行要求。子任务必须分配给 机器(匹配)并按顺序执行(安排),以便 整个应用程序的执行时间被最小化。新的动态映射 (匹配和计划)启发式混合混合映射器是 呈现在这里。混合重新映射器基于集中式策略,并且 静态改善,获得初始匹配和调度 重新映射以减少总体执行时间。重新映射是 非抢占式,混合重新映射器的执行可以是 与子任务的执行重叠。申请期间 执行时,混合重新映射器将运行时值用于子任务 完成时间和机器可用性时间。 因此,混合重新映射器的决策基于以下因素的混合: 运行时和期望值。混合重新映射器的潜力 使用以下示例演示了如何改善初始静态映射的性能 模拟研究

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