• DocumentCode
    3472023
  • Title

    Scalable matrix multiplication algorithm for IRAM architecture machine

  • Author

    Vesztergombi, György ; Ódor, Géza ; Rohrbach, Francois ; Varga, Géza

  • Author_Institution
    Res. Inst. for Particle Phys., Budapest, Hungary
  • fYear
    1998
  • fDate
    21-23 Jan 1998
  • Firstpage
    367
  • Lastpage
    372
  • Abstract
    A scalable bit matrix machine model was proposed by us previously (G. Vesztergombi et al., 1997). Now we extend this IRAM type model for numerical calculations. The k digit numbers are represented in a bit parallel way, thus the number of rows in the memory is scaled up correspondingly, which means that the number of 1 bit CPUs is also increased proportionally. Still relying on the simple string communication interprocessor network, we prove that loading and multiplication of n×n matrices are executable in O(n) time. Speed estimates are calculated using emulation on the 8192 processor CERN-ASTRA machine
  • Keywords
    computational complexity; matrix multiplication; parallel algorithms; parallel architectures; random-access storage; 1 bit CPUs; 8192 processor CERN-ASTRA machine; IRAM architecture machine; IRAM type model; emulation; k digit numbers; numerical calculations; scalable bit matrix machine model; scalable matrix multiplication algorithm; simple string communication interprocessor network; speed estimates; Centralized control; Chemical technology; Communication system control; Computational intelligence; Computer architecture; Distributed processing; Emulation; Machine intelligence; Materials science and technology; Numerical models;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Parallel and Distributed Processing, 1998. PDP '98. Proceedings of the Sixth Euromicro Workshop on
  • Conference_Location
    Madrid
  • Print_ISBN
    0-8186-8332-5
  • Type

    conf

  • DOI
    10.1109/EMPDP.1998.647221
  • Filename
    647221