在超立方体多计算机上实现高斯乔丹

A. Gerasoulis, Nikolaos Missirlis, I. Nelken, R. Peskin
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引用次数: 5

摘要

利用高斯约当方法研究了NCUBE超立方体上密集代数系统的解。先进的环路交换技术用于确定适合MIMD体系结构的算法。对于具有p = n处理器的计算机,我们证明了在不使用旋转时高斯乔丹与高斯消去是竞争的。我们试验了列到处理器的三种映射:块、换行和反射。我们演示了处理器的负载平衡可以大大减少执行时间。
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Implementing Gauss Jordan on a hypercube multicomputer
We consider the solution of dense algebraic systems on the NCUBE hypercube via the Gauss Jordan method. Advanced loop interchange techniques are used to determine the appropriate algorithm for MIMD architectures. For a computer with p = n processors, we show that Gauss Jordan is competitive to Gaussian elimination when pivoting is not used. We experiment with three mappings of columns to processors: block, wrap and reflection. We demonstrate that load balancing the processors results in a considerable reduction of execution time.
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