COMMUNICATION-EFFICIENT MATRIX MULTIPLICATION ON HYPERCUBES

Citation
H. Gupta et P. Sadayappan, COMMUNICATION-EFFICIENT MATRIX MULTIPLICATION ON HYPERCUBES, Parallel computing, 22(1), 1996, pp. 75-99
Citations number
11
Categorie Soggetti
Computer Sciences","Computer Science Theory & Methods
Journal title
ISSN journal
01678191
Volume
22
Issue
1
Year of publication
1996
Pages
75 - 99
Database
ISI
SICI code
0167-8191(1996)22:1<75:CMMOH>2.0.ZU;2-S
Abstract
In this paper we present an efficient dense matrix multiplication algo rithm for distributed memory computers with a hypercube topology. The proposed algorithm performs better than all previously proposed algori thms for a wide range of matrix sizes and number of processors, especi ally for large matrices. We analyze the performance of the algorithms for two types of hypercube architectures, one in which each node can u se (to send and receive) at most one communication link at a time and the other in which each node can use all communication links simultane ously.