Solving System of Linear Equations in a Network of Workstations

G. Dimitriu, F. Ionescu
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引用次数: 1

Abstract

In this article we propose an evaluation of the three common algorithms for solving linear system of equations: Gauss elimination, Gauss-Jordan without pivoting and Jacobi with dominant rows. The parallel design of the chosen algorithms is a compromise between the easies and elegant way to implement in MPI and the performance. The result confirmed that for a small number of low cost computers the speedup is acceptable for the Gauss elimination and Gauss-Jordan but for Jacobi with dominant rows if data is not already distributed it is better to implement the serial version
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工作站网络中线性方程组的求解
本文给出了求解线性方程组的三种常用算法的评价:高斯消去法、无旋转的高斯-乔丹法和具有优势行的雅可比法。所选算法的并行设计是在MPI实现的简单和优雅方式与性能之间的折衷。结果证实,对于少数低成本计算机,加速对于高斯消除和高斯-乔丹是可以接受的,但对于具有优势行的Jacobi,如果数据尚未分布,则最好实现串行版本
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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