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一种矩阵相乘的并行算法实现与性能评测

苑野 于永澔

哈尔滨商业大学学报(自然科学版)Issue(5):604-607,4.
哈尔滨商业大学学报(自然科学版)Issue(5):604-607,4.

一种矩阵相乘的并行算法实现与性能评测

A parallel matrix multiplication algorithm implementation and performance evaluation

苑野 1于永澔1

作者信息

  • 1. 哈尔滨工业大学基础与交叉科学研究院,哈尔滨150080
  • 折叠

摘要

Abstract

With traditional serial algorithm for matrix multiplication , the result will be con-strained by matrix scale , CPU frequency , and memory size and storage space .The most ef-fective way to solve the limitation was parallel algorithm .Therefore, this paper completed the matrix multiplication with SPMD model and MPI in cluster computing environment .Experi-mental results showed that this algorithm under a certain size of the matrix has a good speed-up and efficiency .

关键词

矩阵相乘/消息传递接口/加速比/并行效率

Key words

matrix multiplication/message passing interface/speedup/parallel efficiency

分类

信息技术与安全科学

引用本文复制引用

苑野,于永澔..一种矩阵相乘的并行算法实现与性能评测[J].哈尔滨商业大学学报(自然科学版),2014,(5):604-607,4.

基金项目

国家自然科学基金(51201051) (51201051)

哈尔滨商业大学学报(自然科学版)

1672-0946

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