| 按行及按列划分的并行矩阵向量乘法的分析 |
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| 引用本文： | 黎凯伦,吴伟民,苏庆.按行及按列划分的并行矩阵向量乘法的分析[J].微机发展,2006,16(4):41-43. |
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| 作者姓名： | 黎凯伦 吴伟民 苏庆 |
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| 作者单位： | 广东工业大学计算机学院 广东广州510090 |
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| 摘 要： | 文中首先总结按行划分和按列划分的并行矩阵向量乘法在原理上的异同。然后实现基于MPI模型的按行划分以及按列划分的矩阵向量乘法的程序,并分析了程序在基本框架方面的异同。最后给出测试这两种程序的实验条件和任务,并对这两种程序在不同情况下的执行时间进行分析。
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| 关 键 词： | 并行计算 矩阵向量乘法 按行划分 按列划分 MPI |
| 文章编号： | 1005-3751(2006)04-0041-03 |
| 修稿时间： | 2005年8月12日 |
Analysis on Parallel Matrix-Vector Multiplication Based on Divided by Row and Divided by Column |
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| LI Kai-lun,WU Wei-min,SU Qing.Analysis on Parallel Matrix-Vector Multiplication Based on Divided by Row and Divided by Column[J].Microcomputer Development,2006,16(4):41-43. |
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| Authors: | LI Kai-lun WU Wei-min SU Qing |
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| Abstract: | First summarizes the differences on principle between two kinds of parallel algorithm of matrix-vector multiplication,namely,divided by row and divided by column.Based on these two algorithms,implements two programs accordingly using the MPI model and analyzes differences on the frame of these two programs.In the end,puts forward the condition and task of the experiment which purpose is to test these two programs and analyzes the executing time under diverse circumstances. |
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| Keywords: | parallel computing matrix-vector multiplication divided by row divided by column MPI |
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