• DocumentCode
    2197736
  • Title

    Research on Load Balancing for Multidimensional Network Services Based on Particle Swarm Optimization Algorithm

  • Author

    Yongyi, Zhao ; Shengxian, Xia

  • Author_Institution
    Coll. of Software, Shenyang Normal Univ., Shenyang, China
  • fYear
    2010
  • fDate
    1-3 Nov. 2010
  • Firstpage
    411
  • Lastpage
    414
  • Abstract
    Multidimensional Services meet the needs of user´s differences, while increase the complexity of service composition. Because of the problem of multidimensional services load balancing on the network, a mathematical model is established, which is based on a particle swarm optimization. And a algorithm is proposed in this paper, in which particle swarm optimization algorithm is applied to the network load balancing (PSOB). Based on loading conditions, the PSOB algorithm balances the load of network communication flows by adaptively adjusting services load on the network nodes. Compared to previous researches, PSOB not only is able to adjust load on the network overall to the balanced state in real time, but also prevails the whole effect and efficiency in the process of balancing. Through theoretical analysis, the scheme of PSOB application is illuminated and experimental results illustrate PSOB´s better balanced effect.
  • Keywords
    Web services; mathematical analysis; particle swarm optimisation; resource allocation; PSOB algorithm; loading conditions; mathematical model; multidimensional services load balancing; particle swarm optimization algorithm; PSOB; load balancing; multidimensional services; particle swarm optimization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Networks and Intelligent Systems (ICINIS), 2010 3rd International Conference on
  • Conference_Location
    Shenyang
  • Print_ISBN
    978-1-4244-8548-2
  • Electronic_ISBN
    978-0-7695-4249-2
  • Type

    conf

  • DOI
    10.1109/ICINIS.2010.112
  • Filename
    5693572