• DocumentCode
    2592355
  • Title

    Heuristics-Aided Load Balancing in Distributed Systems and Node Prioritization: An Intelligent Approach

  • Author

    Jain, Shardul ; Singh, Himanshu ; Chauhan, Ankur ; Pandey, Deepak ; Chandra, Satish

  • Author_Institution
    Comput. Sci., Jaypee Univ. of Inf. Technol., Waknaghat, India
  • fYear
    2010
  • fDate
    24-26 March 2010
  • Firstpage
    521
  • Lastpage
    526
  • Abstract
    A distributed computing system uses the computational powers of the nodes on a network. Using a distributed approach a complex task can be divided into simpler tasks having less computational times. A serious difficulty in concurrent programming of a distributed environment is of node prioritization and load balancing. In this paper we present a novel technique for node prioritization & also propose a Load balancing technique based on heuristics. Experimental results show that the proposed model not only does the load balancing efficiently but it also increases the optimization of the network by assigning the best available node to a task.
  • Keywords
    concurrency control; optimisation; resource allocation; concurrent programming; distributed computing system; heuristics aided load balancing; network optimization; node prioritization; Computer networks; Computer science; Distributed computing; Grid computing; Heuristic algorithms; Information technology; Load management; Peer to peer computing; Processor scheduling; Resource management; Efficiency Factor (EF); Load balancing; Network Factor; Node prioritization; Node prioritization factor (NPF);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Modelling and Simulation (UKSim), 2010 12th International Conference on
  • Conference_Location
    Cambridge
  • Print_ISBN
    978-1-4244-6614-6
  • Type

    conf

  • DOI
    10.1109/UKSIM.2010.101
  • Filename
    5480501