UET-UCT网格固定数量处理器的优化调度

T. Andronikos, N. Koziris
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引用次数: 12

摘要

n维网格是并行计算中最具代表性的数据流模式之一。许多需要在晶格空间中进行最近邻通信的科学算法都是通过具有简单网格或增强网格属性的任务图来建模的。在本文中,我们考虑了一个增强的n维网格模型,通过增加额外的对角线边和允许每个维度的不相等边界。首先,我们计算了广义UET-UCT(单位执行时间-单位通信时间)网格拓扑的最优最大时间跨度,然后,我们建立了实现最优最大时间跨度所需的最小处理器数量。我们提出了最优的时间计划,使用无界和有限数量的处理器,不允许任务重复。本文证明了将广义n维网格划分为固定数量的处理器的ut - uct调度具有低复杂度可处理性。
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Optimal scheduling for UET-UCT grids into fixed number of processors
The n-dimensional grid is one of the most representative patterns of data flow in parallel computation. Many scientific algorithms, which require nearest neighbor communication in a lattice space, are modeled by a task graph with the properties of a simple or enhanced grid. In this paper we consider an enhanced model of the n-dimensional grid by adding extra diagonal edges and allowing unequal boundaries for each dimension. First, we calculate the optimal makespan for the generalized UET-UCT (Unit Execution Time-Unit Communication Time) grid topology and then, we establish the minimum number of processors required, to achieve the optimal makespan. We present the optimal time schedule, using unbounded and bounded number of processors, without allowing task duplication. This paper proves that UET-UCT scheduling of generalized n-dimensional grids into fixed number of processors is low complexity tractable.
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