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一种应用于矩阵计算的并行算法──行固定法

Row Fixation - A Parallel Algorithm for Matrix Computing
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摘要 Row fixation is a parallel algorithm based on MPI that can be implemented on high performance computer system. It keeps the characteristics of matrices since row-computations are fixed on different nodes. Therefore the locality of computation is realized effectively and the acceleration ratio is obtained very well for large scale parallel computations such as solving linear equations using Gaussian reduction method, LU decomposition of matrices and m-th power of matrices. Row fixation is a parallel algorithm based on MPI that can be implemented on high performance computer system. It keeps the characteristics of matrices since row-computations are fixed on different nodes. Therefore the locality of computation is realized effectively and the acceleration ratio is obtained very well for large scale parallel computations such as solving linear equations using Gaussian reduction method, LU decomposition of matrices and m-th power of matrices.
出处 《Advances in Manufacturing》 SCIE CAS 2000年第S1期119-122,共4页 先进制造进展(英文版)
基金 上海市科委基金资助项目(995115036)
关键词 row fixation MPI SMP augmented matrix speedup ratio row fixation, MPI, SMP, augmented matrix, speedup ratio
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