• DocumentCode
    1341856
  • Title

    Policy-Based Scheduling and Resource Allocation for Multimedia Communication on Grid Computing Environment

  • Author

    In, Jang Uk ; Lee, Soocheol ; Rho, Seungmin ; Park, Jong Hyuk

  • Author_Institution
    SQL Engine Platform Team, Microsoft Corp., Redmond, WA, USA
  • Volume
    5
  • Issue
    4
  • fYear
    2011
  • Firstpage
    451
  • Lastpage
    459
  • Abstract
    This paper discusses policy-based scheduling techniques on heterogeneous resource for multimedia services to deal with the demands of next-generation multimedia applications on grid computing environment. The proposed scheduling algorithm has the following features, which can be utilized on grid computing environment. First, the algorithm supports the resource usage constrained scheduling. A grid consists of the resources that are owned by decentralized institutions. Second, the algorithm performs the optimization-based scheduling. It provides an optimal solution to the grid resource allocation problem. Third, the algorithm assumes that a set of resources is distributed geographically and heterogeneous in nature. Fourth, the scheduling method dynamically adjusts to the grid status. It tracks the current workload of the resources. The performance of the proposed algorithm is evaluated with a set of predefined metrics. In addition to show the simulation results for the out-performance of the policy-based scheduling a set of experiment is performed on open science grid.
  • Keywords
    grid computing; multimedia communication; resource allocation; scheduling; grid computing environment; grid resource allocation; heterogeneous resource; multimedia communication; multimedia services; optimization-based scheduling; policy-based scheduling; resource usage constrained scheduling; Grid computing; Multimedia communication; Resource management; Scheduling; Grid computing; multimedia communication; open science grid (OSG); resource allocation; scheduling;
  • fLanguage
    English
  • Journal_Title
    Systems Journal, IEEE
  • Publisher
    ieee
  • ISSN
    1932-8184
  • Type

    jour

  • DOI
    10.1109/JSYST.2011.2165594
  • Filename
    6035839