• DocumentCode
    2344932
  • Title

    The Priority Tasks Scheduling Algorithm Based on Grid Resource Prediction

  • Author

    Liu, Hongwei ; Yu, Jiong ; Tian, Guozhong ; Gong, Hongcui

  • Author_Institution
    Sch. of Inf. Sci. & Eng., Xinjiang Univ., Urumqi, China
  • fYear
    2009
  • fDate
    21-22 Aug. 2009
  • Firstpage
    84
  • Lastpage
    87
  • Abstract
    According to the dependence and deadline of the grid workflow tasks, the effective degrees and MIPS of the grid resources, a new algorithm called the priority tasks scheduling algorithm based on the grid resource prediction is presented. The algorithm uses DAG to find the critical path, obtain the deadline of every task and compute their PRI (priority). The algorithm takes the below problems into consideration: the request of user, the type of resources and re-scheduling of failed tasks. The result shows that the algorithm is effective.
  • Keywords
    directed graphs; grid computing; scheduling; DAG; MIPS; grid resource prediction; grid workflow tasks; priority tasks scheduling algorithm; Arithmetic; Computer science; Educational institutions; Information science; Large-scale systems; Prediction algorithms; Predictive models; Probability; Scheduling algorithm; State estimation; Priority; Resource State; WorkflowGrid;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    ChinaGrid Annual Conference, 2009. ChinaGrid '09. Fourth
  • Conference_Location
    Yantai, Shandong
  • Print_ISBN
    978-0-7695-3818-1
  • Type

    conf

  • DOI
    10.1109/ChinaGrid.2009.23
  • Filename
    5328355