An optimal algorithm for Gaussian elimination of band matrices on a mimd system

E. J. Milovanović, I. Z. Milovanović, M. K. Stojčev, M. D. Mihajlović

    Research output: Contribution to journalArticlepeer-review

    Abstract

    This paper is concerned with determining an optimal number of processors in MIMD system, for LU decomposition of band matrix withα+β- 1 diagonals using Gaussian method of elimination. The obtained result represents the solution of general problem since band matrices with arbitrary number of diagonals were considered. Task scheduling algorithm is given and proved that it is optimal. We introduce orthogonal multiprocessor system with two dimensional memory organization with r <16 32-bit processors and r(r -1)/2 shared memory modules. The unique feature of the proposed system lies in its conflict-free access to shared memory modules.
    Original languageEnglish
    Pages (from-to)467-481
    Number of pages14
    JournalComputers and Artificial Intelligence
    Volume15
    Issue number5
    Publication statusPublished - 1996

    Keywords

    • Band matrices
    • Gaussian elimination
    • Multiprocessor system
    • Parallel algorithm

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