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A low-cost rescheduling policy for efficient mapping of workflows on grid systems

机译:一种低成本的重新安排策略,可在网格系统上高效地映射工作流

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Workflow management is emerging as an important service in Grid computing. A simple model that can be used for the representation of certain workflows is a directed acyclic graph. Although many heuristics have been proposed to schedule such graphs on heterogeneous environments, most of them assume accurate prediction of computation and communication costs. This limits their direct applicability to a dynamically changing environment, such as the Grid. In this environment, an initial schedule may be built based on estimates, but run-time rescheduling may be needed to improve application performance. This paper presents a low-cost rescheduling policy, which considers rescheduling at a few, carefully selected points during the execution. This policy achieves performance results, which are comparable with those achieved by a policy that dynamically attempts to reschedule before the execution of every task.
机译:工作流管理正在成为网格计算中的一项重要服务。可用于表示某些工作流的简单模型是有向无环图。尽管已经提出了许多启发式算法来在异构环境中调度此类图,但是它们中的大多数假定了对计算和通信成本的准确预测。这限制了它们直接适用于动态变化的环境,例如网格。在这种环境中,可以基于估计值来构建初始计划,但是可能需要运行时重新计划以提高应用程序性能。本文提出了一种低成本的重新计划策略,该策略考虑了在执行过程中精心选择的几个点进行重新计划。此策略可实现性能结果,该结果可与动态尝试在执行每个任务之前重新计划的策略所获得的结果相媲美。

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