• DocumentCode
    3255084
  • Title

    An enhanced and effective preemption based scheduling for grid computing enabling backfilling technique

  • Author

    Mishra, Anurag

  • Author_Institution
    Dept. of Comput. Sci. & Eng., IMS Eng. Coll., Ghaziabad, India
  • fYear
    2015
  • fDate
    19-20 March 2015
  • Firstpage
    1015
  • Lastpage
    1018
  • Abstract
    Recent improvements in designing the scheduleing algorithms for cluster mainly focuses on the advance reservations and Backfilling algorithms. Backfilling has been proposed and launched in various flavors to have an idealistic utilization of the resources and computing capacity of the cluster. However backfilling demands the runtime prediction of the job. Preemption of process in the scheduling queue is done to reduce the starvation and to fulfill the requirements of the proposed algorithm. We have applied the proposed algorithm in the cluster designed through TORQUE and preemption support through BLCR. Another implementation is done for MPI jobs in LAM environment with BLCR as a job checkpoint and restart facility. Proposed algorithm is compared with the Backfilling techniques with preemption support. Algorithm showed around 3%-5% reduction in average turnaround time and 6%-8% increment of throughput rate.
  • Keywords
    application program interfaces; grid computing; message passing; resource allocation; scheduling; BLCR; LAM environment; MPI jobs; TORQUE; backfilling technique; cluster computing capacity; grid computing; preemption based scheduling; resource utilization; Clustering algorithms; Processor scheduling; Resumes; Runtime; Scheduling; Servers; Throughput; backfilling; cluster scheduling; preemption;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Engineering and Applications (ICACEA), 2015 International Conference on Advances in
  • Conference_Location
    Ghaziabad
  • Type

    conf

  • DOI
    10.1109/ICACEA.2015.7164855
  • Filename
    7164855