• DocumentCode
    1546
  • Title

    A Merge-and-Split Mechanism for Dynamic Virtual Organization Formation in Grids

  • Author

    Mashayekhy, Lena ; Grosu, Daniel

  • Author_Institution
    Dept. of Comput. Sci., Wayne State Univ., Detroit, MI, USA
  • Volume
    25
  • Issue
    3
  • fYear
    2014
  • fDate
    Mar-14
  • Firstpage
    540
  • Lastpage
    549
  • Abstract
    Executing large-scale application programs in grids requires resources from several grid service providers (GSPs). These providers form virtual organizations (VOs) by pooling their resources together to provide the required capabilities to execute the application. We model the VO formation in grids using concepts from the coalitional game theory and design a mechanism for VO formation. The mechanism enables the GSPs to organize into VOs reducing the cost of execution and guaranteeing maximum profit for the GSPs. Furthermore, the mechanism guarantees that the VOs are stable, that is, the GSPs do not have incentives to break away from the current VO and join some other VO. We perform extensive simulation experiments using real-workload traces to characterize the properties of the proposed mechanism. The results show that the mechanism produces VOs that are stable yielding high revenue for the participating GSPs.
  • Keywords
    game theory; grid computing; virtual enterprises; GSP; VO formation; coalitional game theory; dynamic virtual organization formation; grid service providers; large-scale application programs; merge-and-split mechanism; real-workload traces; Game theory; Games; Mechanical factors; Organizations; Resource management; Silicon; Vectors; VO formation; Virtual organizations; coalitional game theory; grid computing;
  • fLanguage
    English
  • Journal_Title
    Parallel and Distributed Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1045-9219
  • Type

    jour

  • DOI
    10.1109/TPDS.2013.93
  • Filename
    6490319