• DocumentCode
    3658412
  • Title

    A Meta-Heuristic Load Balancer for Cloud Computing Systems

  • Author

    Leszek Sliwko;Vladimir Getov

  • Author_Institution
    Fac. of Sci. &
  • Volume
    3
  • fYear
    2015
  • fDate
    7/1/2015 12:00:00 AM
  • Firstpage
    121
  • Lastpage
    126
  • Abstract
    This paper introduces a strategy to allocate services on a cloud system without overloading the nodes and maintaining the system stability with minimum cost. We specify an abstract model of cloud resources utilization, including multiple types of resources as well as considerations for the service migration costs. A prototype meta-heuristic load balancer is demonstrated and experimental results are presented and discussed. We also propose a novel genetic algorithm, where population is seeded with the outputs of other meta-heuristic algorithms.
  • Keywords
    "Genetic algorithms","Algorithm design and analysis","Load modeling","Simulated annealing","Genetics","Computational modeling"
  • Publisher
    ieee
  • Conference_Titel
    Computer Software and Applications Conference (COMPSAC), 2015 IEEE 39th Annual
  • Electronic_ISBN
    0730-3157
  • Type

    conf

  • DOI
    10.1109/COMPSAC.2015.223
  • Filename
    7273339