• DocumentCode
    2802545
  • Title

    Solving System of Linear Equations in a Network of Workstations

  • Author

    Dimitriu, Gabriel ; Ionescu, Felicia

  • Author_Institution
    Politehnica Univ. of Bucharest
  • fYear
    2006
  • fDate
    6-9 July 2006
  • Firstpage
    323
  • Lastpage
    328
  • Abstract
    In this article we propose an evaluation of the three common algorithms for solving linear system of equations: Gauss elimination, Gauss-Jordan without pivoting and Jacobi with dominant rows. The parallel design of the chosen algorithms is a compromise between the easies and elegant way to implement in MPI and the performance. The result confirmed that for a small number of low cost computers the speedup is acceptable for the Gauss elimination and Gauss-Jordan but for Jacobi with dominant rows if data is not already distributed it is better to implement the serial version
  • Keywords
    Gaussian processes; message passing; workstation clusters; Gauss elimination; Gauss-Jordan without pivoting; Jacobi with dominant rows; MPI; linear equations; workstation network; Costs; Distributed computing; Equations; Gaussian distribution; Gaussian processes; Jacobian matrices; Linear systems; Personal communication networks; Vectors; Workstations;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Parallel and Distributed Computing, 2006. ISPDC '06. The Fifth International Symposium on
  • Conference_Location
    Timisoara
  • Print_ISBN
    0-7695-2638-1
  • Type

    conf

  • DOI
    10.1109/ISPDC.2006.45
  • Filename
    4021944