• DocumentCode
    268105
  • Title

    Analysis of a Pool Management Scheme for Cloud Computing Centers

  • Author

    Khazaei, Hamzeh ; Mišić, Jelena ; Mišić, Vojislav B. ; Rashwand, S.

  • Author_Institution
    Dept. of Comput. Sci., Ryerson Univ., Toronto, ON, Canada
  • Volume
    24
  • Issue
    5
  • fYear
    2013
  • fDate
    May-13
  • Firstpage
    849
  • Lastpage
    861
  • Abstract
    In this paper, we propose an analytical performance model that addresses the complexity of cloud centers through distinct stochastic submodels, the results of which are integrated to obtain the overall solution. Our model incorporates the important aspects of cloud centers such as pool management, compound requests (i.e., a set of requests submitted by one user simultaneously), resource virtualization and realistic servicing steps. In this manner, we obtain not only a detailed assessment of cloud center performance, but also clear insights into equilibrium arrangement and capacity planning that allows servicing delays, task rejection probability, and power consumption to be kept under control.
  • Keywords
    capacity planning (manufacturing); cloud computing; probability; stochastic processes; virtualisation; analytical performance model; capacity planning; cloud computing centers; equilibrium arrangement; pool management scheme; power consumption; realistic servicing; resource virtualization; servicing delays; stochastic submodels; task rejection probability; Analytical models; Cloud computing; Computational modeling; Delay; Random access memory; Stochastic processes; Time factors; Cloud computing; blocking probability; interacting Markov models; performance analysis; pool management schema; power consumption; response time;
  • fLanguage
    English
  • Journal_Title
    Parallel and Distributed Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1045-9219
  • Type

    jour

  • DOI
    10.1109/TPDS.2012.182
  • Filename
    6226375