• DocumentCode
    3149083
  • Title

    Parallel research on matrix chain multiplication problem based on multi-core

  • Author

    Li, Hongyi ; Wu, Suping

  • Author_Institution
    Sch. of Math. & Comput. Sci., Ningxia Univ., Yinchuan, China
  • fYear
    2011
  • fDate
    16-18 April 2011
  • Firstpage
    3324
  • Lastpage
    3327
  • Abstract
    Now the computer is developing towards the multi-core and multi-CPU, but some quintessence serial algorithm can not be well transplanted to multi-core computer, so it´s necessary to make parallel analysis and improvement on the original serial algorithm. This paper analyzes matrix chain multiplication problem, and gives three algorithms based on the multi-core and multi-CPU - parting matrix chain, balancing load among nucleuses, optimal algorithm at the initial stage, theoretically analyzing and implementing each one and getting good speedup.
  • Keywords
    matrix multiplication; multiprocessing systems; parallel processing; resource allocation; load balancing; matrix chain multiplication problem; multi-CPU computer; multi-core computer; optimal algorithm; parallel analysis; parting matrix chain; serial algorithm; Algorithm design and analysis; Computer science; Computers; Dynamic programming; Educational institutions; Parallel algorithms; Presses; load balancing; matrix chain multiplication; multi-core; parallel;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Consumer Electronics, Communications and Networks (CECNet), 2011 International Conference on
  • Conference_Location
    XianNing
  • Print_ISBN
    978-1-61284-458-9
  • Type

    conf

  • DOI
    10.1109/CECNET.2011.5768270
  • Filename
    5768270