Accession Number : ADA182111
Title : Iterative Solutions of Sparse Linear Systems on Systolic Arrays.
Descriptive Note : Technical rept.,
Corporate Author : PITTSBURGH UNIV PA INST FOR COMPUTATIONAL MATHEMATICS AND APPLICATIONS
Personal Author(s) : Melhem, Rami
PDF Url : ADA182111
Report Date : Mar 1987
Pagination or Media Count : 24
Abstract : The idea of grouping the non-zero elements of a sparse matrix into few strips that are almost parallel is applied to the design of a systolic accelerator for sparse matrix operations. This accelerator is, then, integrated into a complete systolic system for the solution of large sparse linear systems of equations. The design demonstrates that the application of systolic arrays is not limited to regular computations, and that computationally irregular problems may be solved on systolic networks if local storage is provided in each systolic cell for buffering the irregularity in the data movement and for absorbing the irregularity in the computation.
Descriptors : *SPARSE MATRIX, *PARALLEL PROCESSING, COMPUTER ARCHITECTURE, LINEAR SYSTEMS, COMPUTATIONS, ITERATIONS, SOLUTIONS(GENERAL), STORAGE, FINITE ELEMENT ANALYSIS
Subject Categories : Numerical Mathematics
Computer Programming and Software
Distribution Statement : APPROVED FOR PUBLIC RELEASE