• DocumentCode
    2533334
  • Title

    A Priority-Based Task Scheduling Algorithm in Grid

  • Author

    Sun, Weifeng ; Zhu, Yudan ; Su, Zhiyuan ; Jiao, Dong ; Li, Mingchu

  • Author_Institution
    Sch. of Software, Dalian Univ. of Technol., Dalian, China
  • fYear
    2010
  • fDate
    18-20 Dec. 2010
  • Firstpage
    311
  • Lastpage
    315
  • Abstract
    Grid is proposed to solve large scale and complicated problems, and it is a form of parallel computing on Internet. Task scheduling in grid is one of the most important technologies in grid system, and it is a NP complete problem, which is used to schedule a task on an appropriate grid node. Task scheduling algorithms are used to improve the grid performance by minimizing the scheduling length. A priority-based task scheduling algorithm (P-TSA) in grid is proposed in this paper. In this kind of priority-based algorithm, tasks are scheduled according to the priority order firstly. And then assign processors Comparing P-TSA with existed grid scheduling algorithms on scheduling length and resource utilization rates. Simulations are done on examples of DAG, and simulation results shown that the performance of P-TSA is better than other scheduling algorithms such as Min-min and Max-min.
  • Keywords
    computational complexity; grid computing; optimisation; processor scheduling; Internet; NP complete problem; P-TSA; grid computing; parallel computing; priority-based task scheduling algorithm; Dynamic scheduling; Heuristic algorithms; Program processors; Resource management; Scheduling algorithm; DAG; grid task scheduling; task priority;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Parallel Architectures, Algorithms and Programming (PAAP), 2010 Third International Symposium on
  • Conference_Location
    Dalian
  • Print_ISBN
    978-1-4244-9482-8
  • Type

    conf

  • DOI
    10.1109/PAAP.2010.24
  • Filename
    5715100