• DocumentCode
    2140134
  • Title

    Research on task scheduling based on LDA

  • Author

    Zhao, Yawei ; Yin, Quan ; Zhang, Haisheng

  • Author_Institution
    Chengdu Inst. of Comput. Application, Chinese Acad. of Sci., Beijing, China
  • fYear
    2003
  • fDate
    27-29 Aug. 2003
  • Firstpage
    557
  • Lastpage
    561
  • Abstract
    To cooperate effectively with its peers in the cooperative system, an agent must finish its tasks in time. Overload situations of an agent should be avoided at the beginning of task scheduling. We investigate the mathematical and computational aspects of agent workload to optimize task scheduling. We begin with definitions of some abstract representations such as workload and atomic activity set. Workload distribution algorithm and task scheduling algorithm are then presented, which are used for the optimization of task allocation. At last, we give some results of a simulation experiment, which shows that the two algorithms can be used in task scheduling optimization.
  • Keywords
    multi-agent systems; processor scheduling; resource allocation; software agents; agent workload; atomic activity set; cooperative system; simulation; task scheduling algorithm; task scheduling optimization; workload distribution algorithm; Cascading style sheets; Computer applications; Cooperative systems; Distributed algorithms; Dynamic scheduling; Linear discriminant analysis; Processor scheduling; Runtime; Scheduling algorithm; Workstations;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Parallel and Distributed Computing, Applications and Technologies, 2003. PDCAT'2003. Proceedings of the Fourth International Conference on
  • Print_ISBN
    0-7803-7840-7
  • Type

    conf

  • DOI
    10.1109/PDCAT.2003.1236364
  • Filename
    1236364