• DocumentCode
    2561740
  • Title

    A deadline and cost optimization algorithm for scheduling task in grids and Nash equilibrium in auction-based systems

  • Author

    Lan, Zhao ; Xia, Zheng Zhao

  • Author_Institution
    Hubei Univ. of Technol., Wuhan
  • fYear
    2008
  • fDate
    2-4 July 2008
  • Firstpage
    2431
  • Lastpage
    2436
  • Abstract
    Whereas grids enable the sharing, selection, query and aggregation of geographically distributed resources for solving large-scale problems, providing efficient resource allocation mechanism managing Grid resources is a complex undertaking. In this work, we have investigated several famous schedule methods proposed by Nimrod-G, a famous computational economy framework for regulating the supply and demand for resources. We proposed a new scheduling algorithm, called DBC deadline and cost optimization, which extends the DBC cost optimization and time optimize algorithm, keeping the cost and time optimization at the minimum. A compare of these several schedule algorithms that schedules userpsilas Bag of Task applications on divisible auction-based resource allocation systems is executed. It is shows that the structure of the schedule method allows quasilinear characterization of a wide variety of broker tasks. We prove that the auction has a unique Nash equilibrium and propose a decentralized bidding strategy.
  • Keywords
    game theory; grid computing; optimisation; resource allocation; scheduling; task analysis; DBC deadline; Nash equilibrium; Nimrod-G; auction-based systems; bag of task applications; broker tasks; computational economy framework; cost optimization algorithm; deadline algorithm; decentralized bidding strategy; grid resource allocation; grid task scheduling; resource supply and demand; Cost function; Environmental economics; Game theory; Grid computing; Large-scale systems; Nash equilibrium; Processor scheduling; Resource management; Scheduling algorithm; Technology management; Auction; DBC; Schedule;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference, 2008. CCDC 2008. Chinese
  • Conference_Location
    Yantai, Shandong
  • Print_ISBN
    978-1-4244-1733-9
  • Electronic_ISBN
    978-1-4244-1734-6
  • Type

    conf

  • DOI
    10.1109/CCDC.2008.4597761
  • Filename
    4597761