• DocumentCode
    744057
  • Title

    Novel Methods for Divisible Load Distribution with Start-Up Costs on a Complete b-Ary Tree

  • Author

    Chen, Chi-Yeh ; Chu, Chih-Ping

  • Author_Institution
    Department of Computer Science and Information Engineering, National Cheng Kung University, No. 1, University Road, Tainan, ROC, Taiwan
  • Volume
    26
  • Issue
    10
  • fYear
    2015
  • Firstpage
    2836
  • Lastpage
    2848
  • Abstract
    This work investigates divisible load distribution using multi-installment processing on complete b -ary tree networks. Classic methods of distributing a divisible load divide the computation and communication processes into multiple time intervals in a pipelined fashion. The algorithm mathbb {M} ( multi-installment) herein uses multi-installment processing with pipelined communication to reduce the initial distribution time and to improve the performance. Closed-form expressions for the parallel processing time and speed-up are derived. This work reveals that the asymptotic speed-up of the proposed algorithm is b\\beta +1 where \\beta is the computation-to-communication ratio of a node in the system. Algorithm mathbb {M} outperforms the classic algorithm in all cases. The algorithm mathbb {S} (start-up cost) that is developed herein includes the computation and communication start-up costs. Finally, two algorithms mathbb {M} and mathbb {S} - alternatives> are combined to form algorithm mathbb {MS} with even better performance than each.
  • Keywords
    Approximation algorithms; Computational modeling; Load modeling; Multiprocessor interconnection; Parallel processing; Program processors; Vegetation; Divisible load; complete b-ary tree; divisible load; load distribution; multi-installment; pipelined communication;
  • fLanguage
    English
  • Journal_Title
    Parallel and Distributed Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1045-9219
  • Type

    jour

  • DOI
    10.1109/TPDS.2014.2362137
  • Filename
    6919308