• DocumentCode
    3243739
  • Title

    QoS-aware replica placement for data grid considering economic benefit

  • Author

    Heyang Xu ; Bo Yang ; Yanmei Hu

  • Author_Institution
    Sch. of Comput. Sci. & Eng., Univ. of Electron., Sci. & Technol. of China, Chengdu, China
  • fYear
    2012
  • fDate
    6-8 Dec. 2012
  • Firstpage
    933
  • Lastpage
    937
  • Abstract
    Replica placement is an important technology in data grid to increase data availability and reduce access cost. Existing methods to resolve QoS-aware replica placement problem are only based on obtaining the minimal system cost. This paper further investigates the influence of economic benefit to QoS-aware replica placement problem and proposes a multi-objective optimization model. Also, an optimization algorithm based on genetic algorithm is presented. At last, a numerical experiment is given, and the result indicates that multi-objective optimization model presented in this paper can find better solution than the signal-objective optimization model.
  • Keywords
    genetic algorithms; grid computing; quality of service; QoS-aware replica placement problem; access cost reduction; data availability; data grid; economic benefit; genetic algorithm; multiobjective optimization model; signal-objective optimization model; Biological system modeling; Quality of service; QoS; economic benefit; multi-objective optimization; replica placement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Parallel Distributed and Grid Computing (PDGC), 2012 2nd IEEE International Conference on
  • Conference_Location
    Solan
  • Print_ISBN
    978-1-4673-2922-4
  • Type

    conf

  • DOI
    10.1109/PDGC.2012.6449949
  • Filename
    6449949