• DocumentCode
    467636
  • Title

    Resource Discovery Based on Multi-Agent Graph Structure in Grid

  • Author

    Ding, Shun-Li ; Liu, Li-ping ; Yuan, Jing-Bo

  • Author_Institution
    Chinese Acad. of Meteorol. Sci., Beijing
  • Volume
    1
  • fYear
    2007
  • fDate
    19-22 Aug. 2007
  • Firstpage
    72
  • Lastpage
    76
  • Abstract
    Resource discovery is a crucial problem in grid environments. This paper introduces a multi-agent based resource discovery model. On the basis of local resource\´s adopting the strategy "first come first served" to the task, we put forward a resource management heuristic algorithm using a technique of resource advertisement and discovery. Agents are organized into a graph and the heuristic algorithm is based on multi-agent cooperation, to ensure this methodology achieves the goal of task scheduling. The experiment results indicate that the method is effective and has higher accuracy.
  • Keywords
    graph theory; grid computing; multi-agent systems; resource allocation; scheduling; first come first served strategy; grid environment; multi-agent based resource discovery model; multi-agent graph structure; resource management heuristic algorithm; task scheduling; Cybernetics; Heuristic algorithms; Large-scale systems; Machine learning; Monitoring; Process control; Protocols; Resource management; Scalability; Scheduling algorithm; Graph; Heuristic; Multi-agent; Resource discovery;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2007 International Conference on
  • Conference_Location
    Hong Kong
  • Print_ISBN
    978-1-4244-0973-0
  • Electronic_ISBN
    978-1-4244-0973-0
  • Type

    conf

  • DOI
    10.1109/ICMLC.2007.4370118
  • Filename
    4370118