Sim, Leo Chin

Leedham, Graham

Jian, Leo Chin

Schroder, Heiko

2003

In this paper, we propose a new high-speed computation algorithm for solving a large N x N matrix system using the MIMD–SIMD Hybrid System. The MIMD–SIMD Hybrid System (also denoted as Hybrid System in this paper) is a new parallel architecture consisting of a combination of Cluster of Workstations (COWs) and SIMD systems working concurrently to produce an optimal parallel computation. We first introduce our prototype SIMD system and our Hybrid System setup before presenting how it can be implemented to find the unknowns in a large N x N linear matrix equation system using the 'Gauss–LU' algorithm. This algorithm basically performs the 'Divide and Conquer' approach by breaking down the large N x N matrix system into a manageable 32 x 32 matrix for fast computation.

Parallel Computing, 29(11-12), p. 1669-1684

1872-7336

0167-8191

https://hdl.handle.net/1959.11/5706

Elsevier BV

Fast solution of large N x N matrix equations in an MIMD-SIMD hybrid system

Journal Article

Publication