• DocumentCode
    1914402
  • Title

    Multiple DAGs Scheduling Based on Lowest Transportation and Completion Time Algorithm on the Cloud

  • Author

    Ren, FengLing ; Yu, Jiong

  • Author_Institution
    Coll. of Inf. Sci. & Eng., Xinjiang Univ., Urumqi, China
  • fYear
    2012
  • fDate
    20-23 Sept. 2012
  • Firstpage
    33
  • Lastpage
    35
  • Abstract
    According to multiple DAG work Flow scheduling problem in heterogeneous distributed environments, in this paper, proposed a scheduling algorithm based on minimize the data transmission time and task completion time, which can deal with the problem that multiple DAGs workflow have the same priority, and gives the multi-priority multi-DAG mixed scheduling algorithm. Compared with E-Fairness algorithm, the experiments show that on the basis of fairness to ensure multiple DAGs scheduling, this algorithm can avoid additional data transfer overhead, shorten the entire workflow execution Make span, and improve resource utilization.
  • Keywords
    cloud computing; directed graphs; scheduling; cloud; completion time algorithm; data transmission time minimization; directed acyclic graph; e-fairness algorithm; heterogeneous distributed environments; lowest transportation; multiple DAG workflow scheduling problem; multipriority multiDAG mixed scheduling algorithm; task completion time minimization; Algorithm design and analysis; Educational institutions; Resource management; Scheduling; Scheduling algorithms; Transportation; DAG workflow; Multipriority; makespan; time slot; upward task weight;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    ChinaGrid Annual Conference (ChinaGrid), 2012 Seventh
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4673-2623-0
  • Electronic_ISBN
    978-0-7695-4816-6
  • Type

    conf

  • DOI
    10.1109/ChinaGrid.2012.7
  • Filename
    6337312