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Coping with sparse inputs on enhanced meshes-semigroup computation with COMMON CRCW buses

机译:通过Common CRCW总线对增强网格 - 半群计算的稀疏输入应对

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Consider an /spl radic/n/spl times//spl radic/n processor mesh where, in addition to the local links, each row and column is enhanced by a COMMON CRCW bus. Assume that each processor stores an element of a commutative semigroup, and only kn entries (in arbitrary positions) are nonzero. We wish to compute the sum of all entries. For this problem we easily obtain a lower time bound of /spl Omega/(k/sup 1/4 /) if k/spl les/n/sup 2/3/. Our main result is an O(k/sup 1/4 /log/sup 2/k) time algorithm. It requires a composition of several data movement and compaction techniques which seem to be of general use for solving problems with sparse inputs scattered on the mesh, as it is typical e.g. for primal sketches in digital image processing.
机译:考虑AN / SPL RADIC / N / SPL次数// SPL RADIC / N处理器网格,其中除本地链路外,每行和列通过公共CRCW总线增强。假设每个处理器存储换向半群的元素,并且仅k> n条目(在任意位置)是非零。我们希望计算所有条目的总和。对于此问题,如果K / SPL LES / N / SUP 2/3 / / 3 / / 3 /,我们容易获得/ SPL OMEGA /(k / sup 1/4 /)的较低时间绑定。我们的主要结果是O(k / sup 1/4 / log / sup 2 / k)时间算法。它需要几种数据移动和压实技术的组成,这似乎是一般用来解决散射在网格上的稀疏输入的问题,因为它是典型的。用于数字图像处理的原始草图。

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