• DocumentCode
    2131968
  • Title

    A General Scalable Parallelizing of Strassen´s Algorithm for Matrix Multiplication on Distributed Memory Computers

  • Author

    Duc Kien Nguyen

  • Author_Institution
    University of Paris 8
  • fYear
    2005
  • fDate
    14-16 July 2005
  • Firstpage
    294
  • Lastpage
    299
  • Abstract
    Strassen’s algorithm to multiply two n × n matrices reduces the asymptotic operation count from O(n3) of the traditional algorithm to O(n2.38), thus on distributed memory computers, the association of Strassen’s algorithm and the parallel matrix multiplication algorithms always gives remarkable results. Within this association, the application of Strassen’s algorithm at inter-processor level requires us to solve more difficult problems in designing but it forms the most effective algorithms. In this paper, a general model of these algorithms will be presented and we also introduce a scalable method to implement this model on distributed memory computers.
  • Keywords
    Algorithm design and analysis; Application software; Arithmetic; Concurrent computing; Differential algebraic equations; Distributed computing; High performance computing; Information technology; Linear algebra; Roads;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Information Science, 2005. Fourth Annual ACIS International Conference on
  • Conference_Location
    Jeju Island, South Korea
  • Print_ISBN
    0-7695-2296-3
  • Type

    conf

  • DOI
    10.1109/ICIS.2005.8
  • Filename
    1515417