• DocumentCode
    3107093
  • Title

    A heuristic job scheduling algorithm for minimizing the waiting time variance

  • Author

    Mahapatra, Satyasundara ; Dash, Rati Ranjan ; Pradhan, Sateesh Kumar

  • Author_Institution
    Dept. of Comput. Sci., Utkal Univ., Bhubaneswar, India
  • fYear
    2015
  • fDate
    25-27 Feb. 2015
  • Firstpage
    446
  • Lastpage
    451
  • Abstract
    Scheduling number of jobs in a single machine is a “Uni-machine job scheduling problem”. The mean of variation of job´s waiting time is called Waiting time Variance (WTV). Minimization of WTV directly improves the quality of service (QoS) of systems involved with job scheduling. WTV minimization is a NP-hard problem. As a matter of fact minimization of the WTV on computer networks can lead to stable and predictable network performance. The main objective of this paper is to provide a secure and predictable computer and network systems by proposing a heuristic based novel approach to minimize the WTV. This approach illustrated with small size problems along with randomly new generated problems. The experimental results are compared with existing approaches. The experimental result shows the proposed approach gives best performance for the compared approaches and problems tested. The findings of intended algorithm are shown in the form of table for consonant problems.
  • Keywords
    computational complexity; computer networks; minimisation; quality of service; scheduling; NP-hard problem; QoS; WTV minimization; computer networks; consonant problems; heuristic job scheduling algorithm; quality of service; unimachine job scheduling problem; waiting time variance minimization; Computers; Job shop scheduling; Minimization; Processor scheduling; Quality of service; Spirals; Computer Networks; Job Scheduling; Quality of Services; Waiting Time Variance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Futuristic Trends on Computational Analysis and Knowledge Management (ABLAZE), 2015 International Conference on
  • Conference_Location
    Noida
  • Print_ISBN
    978-1-4799-8432-9
  • Type

    conf

  • DOI
    10.1109/ABLAZE.2015.7155026
  • Filename
    7155026