• DocumentCode
    1844639
  • Title

    Intelligent fuzzy based biasing load balancing algorithm in distributed systems

  • Author

    Barazandeh, Iman ; Mortazavi, Seyed Saeedolah ; Rahmani, Amir Masoud

  • Author_Institution
    Dept. of Comput. Eng., IAU, Mahshahr, Iran
  • fYear
    2009
  • fDate
    15-17 Dec. 2009
  • Firstpage
    713
  • Lastpage
    718
  • Abstract
    This paper proposes an intelligent load balancing algorithm that uses fuzzy logic control to consider inherent global system uncertainty of distributed systems. The algorithm is based on hierarchical structure. It use current load and last completed task waiting time on nodes as inputs of fuzzy controller and infer specific weights call bias as output. The loads get transmitted to groups and nodes based on their biases. Simulation results show that the proposed algorithm conform better performance compared to conventional algorithms.
  • Keywords
    distributed control; fuzzy control; resource allocation; distributed systems; fuzzy logic control; hierarchical structure; inherent global system uncertainty; intelligent fuzzy based biasing load balancing algorithm; Artificial intelligence; Communication system control; Control systems; Distributed computing; Fuzzy control; Fuzzy logic; Fuzzy systems; Load management; Round robin; Uncertainty; Biasing; Distributed Systems; Fuzzy Logic Controller; Load Balancing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications (MICC), 2009 IEEE 9th Malaysia International Conference on
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    978-1-4244-5531-7
  • Type

    conf

  • DOI
    10.1109/MICC.2009.5431403
  • Filename
    5431403