Technical Report CS0339

TR#:CS0339
Class:CS
Title: Sparse-Matrix Multiplication: a Simple and Efficient Parallel Algorithm
Authors: A Israeli and Y. Shiloach
PDFCS0339.pdf
Abstract: A parallel algorithm for multiplying sparse matrices is presented. It uses the PRAM (shared memory) model of parallel computation. Nothing is assumed on the particular distribution of nonzero elements in the matrices. Yet the algorithm is simple and efficient. Let N be the number of products of a nonzero element in one matrix with a nonzero element in the other, carried out by the regular matrix multiplication algorithm. Our algorithm runs on an N-PRAM (PRAM with N processors), in O(log N) time. A sequential (one processor) variation of this algorithm runs in o(N+|A|) time, where |A| is the numbe of nonzero elements in A.
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