• DocumentCode
    643322
  • Title

    A Comparative Study of Load Balancing Algorithms in Computational Grid Environment

  • Author

    Goswami, Suparna ; De Sarkar, Ajanta

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Inst. of Eng. & Manage., Kolkata, India
  • fYear
    2013
  • fDate
    24-25 Sept. 2013
  • Firstpage
    99
  • Lastpage
    104
  • Abstract
    Grids are a form of distributed computing whereby a ´super virtual computer´ is composed of many networked loosely coupled computers acting together to perform very large tasks. This technology has been applied to computationally intensive scientific, mathematical and academic problems through volunteer computing, and it is used in commercial enterprises for many diverse applications. Computational grid provides resource sharing through multiinstitutional virtual organizations for dynamic problem solving. Load balancing is an important property in grid computing as the load scenarios of individual grid resources are dynamic in nature. In order to make computational grids more effective and reliable, balanced load across the grid is necessary. The objective of this paper is to review different existing load balancing algorithms or techniques applicable in grid computing. This paper also proposes an algorithm to solve the prevailing problem of dynamic load balancing with respect to deadline of job submitted by the clients.
  • Keywords
    grid computing; resource allocation; computational grid environment; distributed computing; dynamic load balancing algorithm; dynamic problem solving; grid computing; multiinstitutional virtual organizations; resource sharing; super virtual computer; volunteer computing; Computers; Grid computing; Heuristic algorithms; Load management; Load modeling; Processor scheduling; Resource management; Grid computing; deadline stringency; load balancing; resource utilization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence, Modelling and Simulation (CIMSim), 2013 Fifth International Conference on
  • Conference_Location
    Seoul
  • Print_ISBN
    978-1-4799-2308-3
  • Type

    conf

  • DOI
    10.1109/CIMSim.2013.24
  • Filename
    6663170