Fast and scalable parallel matrix computations with optical buses (extended abstract)

被引:0
|
作者
Li, KQ [1 ]
机构
[1] SUNY Albany, Dept Math & Comp Sci, New Paltz, NY 12561 USA
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中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
We present fast and highly scalable parallel computations for a number of important and fundamental matrix problems on linear arrays with reconfigurable pipelined optical bus systems. These problems include computing the Nth power, the inverse, the characteristic polynomial, the determinant, the rank, and an LU- and a QR-factorization of a matrix, and solving linear systems of equations. These computations axe based on efficient implementation of the fastest sequential matrix multiplication algorithm, and are highly scalable over a wide range of system size. Such fast and scalable parallel matrix computations were not seen before on distributed memory parallel computing systems.
引用
收藏
页码:1053 / 1062
页数:10
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