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A Method for runtime Recognition of Collective Communication on Distributed-Memory Multiprocessors

机译:一种分布式内存多处理器集合通信运行时识别的方法

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In this paper, we present a compiler optimization for recognizing patterns of collective communication at runtime in data-parallel languages that allow the dynamic data decomposition. It has a calculation time of the order O(m), and is appropriate for large numerical applications and massively parallel machines. The previous approach took O(N_0+-+n_m-1) time, where m is the number of dimension of an array and n_i is the array size on the i-th dimension. The new method can be used for data redistribution and intrinsic procedures, as well as data pre-fetch in parallelized loops.
机译:在本文中,我们提出了一种编译器优化,用于在运行时识别允许动态数据分解的数据并行语言中的集体通信模式。它的计算时间约为O(m),适用于大型数值应用程序和大规模并行机。先前的方法花费O(N_0 +-+ n_m-1)时间,其中m是数组的维数,n_i是第i维的数组大小。新方法可用于数据重新分配和内部过程,以及并行循环中的数据预取。

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