• DocumentCode
    2746952
  • Title

    Parallel matrix multiplication on a linear array with a reconfigurable pipelined bus system

  • Author

    Li, Keqin ; Pan, Victor Y.

  • Author_Institution
    Dept. of Math. & Comput. Sci., State Univ. of New York, New Paltz, NY, USA
  • fYear
    1999
  • fDate
    12-16 Apr 1999
  • Firstpage
    31
  • Lastpage
    35
  • Abstract
    The known fast sequential algorithms for multiplying two N×N matrices (over an arbitrary ring) have time complexity O(Nα ), where 2<α<3. The current best value of α is less than 2.3755. We show that for all 1⩽p⩽Nα, multiplying two N×N matrices can be performed on a p-processor linear array with a reconfigurable pipelined bus system (LARPBS) in O(N α/p+(N2/p2α/)log p) time. This is currently the fastest parallelization of the best known sequential matrix multiplication algorithm on a distributed memory parallel system
  • Keywords
    computational complexity; digital arithmetic; distributed memory systems; matrix algebra; matrix multiplication; parallel algorithms; N×N matrices; distributed memory parallel system; linear array; parallel matrix multiplication; reconfigurable pipelined bus system; sequential algorithms; sequential matrix multiplication algorithm; time complexity; Arithmetic; Computer science; Educational institutions; Hypercubes; Ice; International collaboration; Mathematics; NASA; Phase change random access memory; Standards;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Parallel Processing, 1999. 13th International and 10th Symposium on Parallel and Distributed Processing, 1999. 1999 IPPS/SPDP. Proceedings
  • Conference_Location
    San Juan
  • Print_ISBN
    0-7695-0143-5
  • Type

    conf

  • DOI
    10.1109/IPPS.1999.760431
  • Filename
    760431