• DocumentCode
    3046050
  • Title

    An algorithmic model for heterogeneous clusters: rationale and experience

  • Author

    Rosenberg, Arnold L.

  • Author_Institution
    Dept. of Comput. Sci., Massachusetts Univ., Amherst, MA, USA
  • fYear
    2004
  • fDate
    26-30 April 2004
  • Firstpage
    171
  • Abstract
    Summary form only given. By adding a computational component to the communication-oriented HiHCoHP model of Cappello et al., while specializing that model to a single heterogeneous cluster (HNOW, for short) built upon a single network, we obtain a model suitable for designing algorithms for an HNOW and analyzing these algorithms, either mathematically or via simulations. We describe this model and discuss the rationale for its detailed depiction of an HNOW´s features and for the way it represents those features. We review two algorithmic studies that attest to the model´s mathematical tractability and briefly discuss ongoing experimental work aimed at validating the model´s predictive value.
  • Keywords
    computational complexity; workstation clusters; algorithmic studies; communication-oriented HiHCoHP model; heterogeneous cluster; predictive value; Algorithm design and analysis; Analytical models; Clustering algorithms; Computational modeling; Computer networks; Computer science; Computer simulation; Mathematical model; Predictive models; Workstations;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Parallel and Distributed Processing Symposium, 2004. Proceedings. 18th International
  • Print_ISBN
    0-7695-2132-0
  • Type

    conf

  • DOI
    10.1109/IPDPS.2004.1303172
  • Filename
    1303172