• DocumentCode
    2815941
  • Title

    A Fuzzy Reputation Based Ant Algorithm for Grid Scheduling

  • Author

    Zhou, Zhurong ; Deng, Wei ; Lu, Linrui

  • Author_Institution
    Coll. of Comput.& Inf. Sci., Southwest Univ., Chongqing, China
  • Volume
    1
  • fYear
    2009
  • fDate
    24-26 April 2009
  • Firstpage
    102
  • Lastpage
    104
  • Abstract
    Efficient algorithms for scheduling the resources to successfully execute the tasks submitted by the users are of great importance in dynamic environments like Grid. In this paper, a grid scheduling is proposed using Ant Colony Optimization(ACO) algorithm and Fuzzy Reputation(FR) Aggregation to improve the decision of scheduling. Empirical results show that this method can improve the velocity of execution by taking advantage of historical information and nodes´ information. The using of our Fuzzy Reputation-based ACO (FR_ACO) for the grid scheduling has been found to be efficient and effective in allocating tasks to proper resources.
  • Keywords
    cooperative systems; fuzzy logic; grid computing; optimisation; scheduling; ACO; FR; ant colony optimization; fuzzy reputation aggregation; grid scheduling; tasks allocation; Ant colony optimization; Costs; Dynamic scheduling; Educational institutions; Fuzzy logic; Grid computing; Information science; Processor scheduling; Resource management; Scheduling algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Sciences and Optimization, 2009. CSO 2009. International Joint Conference on
  • Conference_Location
    Sanya, Hainan
  • Print_ISBN
    978-0-7695-3605-7
  • Type

    conf

  • DOI
    10.1109/CSO.2009.33
  • Filename
    5193652