A parallel solution to linear systems
Fung, Y.F., Ercan, M.F., & Ho, T.K. (2002) A parallel solution to linear systems. Microprocessors and Microsystems, 26(1), pp. 39-44.
Abstract
Streaming SIMD Extensions (SSE) is a unique feature embedded in the Pentium III and IV classes of microprocessors. By fully exploiting SSE, parallel algorithms can be implemented on a standard personal computer and a theoretical speedup of four can be achieved. In this paper, we demonstrate the implementation of a parallel LU matrix decomposition algorithm for solving linear systems with SSE and discuss advantages and disadvantages of this approach based on our experimental study.
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| ID Code: | 38538 |
|---|---|
| Item Type: | Journal Article |
| Keywords: | Parallel algorithms, Instruction level parallelism, LU decomposition |
| DOI: | 10.1016/S0141-9331(01)00144-2 |
| ISSN: | 0141-9331 |
| Subjects: | Australian and New Zealand Standard Research Classification > MATHEMATICAL SCIENCES (010000) > APPLIED MATHEMATICS (010200) > Dynamical Systems in Applications (010204) Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > COMPUTATION THEORY AND MATHEMATICS (080200) > Analysis of Algorithms and Complexity (080201) |
| Divisions: | Past > QUT Faculties & Divisions > Faculty of Built Environment and Engineering Past > Schools > School of Engineering Systems |
| Copyright Owner: | Copyright 2002 Elsevier |
| Deposited On: | 17 Nov 2010 08:05 |
| Last Modified: | 11 Aug 2011 00:11 |
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