Cost Optimization of Real-Time Cloud Applications Using Developmental Genetic Programming

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@InProceedings{Deniziak:2014:UCC,
  author =       "Stanislaw Deniziak and Leszek Ciopinski and 
                 Grzegorz Pawinski and Karol Wieczorek and Slawomir Bak",
  booktitle =    "IEEE/ACM 7th International Conference on Utility and
                 Cloud Computing (UCC 2014)",
  title =        "Cost Optimization of Real-Time Cloud Applications
                 Using Developmental Genetic Programming",
  year =         "2014",
  month =        dec,
  pages =        "774--779",
  abstract =     "This paper presents the methodology for the cost
                 optimisation of real-time applications, that are
                 conformable to the Infrastructure as a Service (IaaS)
                 model of cloud computing. We assume, that functions of
                 applications are specified as a set of distributed echo
                 algorithms with soft real-time constraints. Then our
                 methodology schedules all tasks on available cloud
                 infrastructure, minimising the total costs of the IaaS
                 services, while guaranteeing the required level of the
                 quality of services, as far as real-time requirements
                 are concerned. It takes into account limited bandwidth
                 of communication channels as well as the limited
                 computation power of server nodes. The cost is
                 optimised using the method based on the developmental
                 genetic programming. The method reduces the cost of
                 hiring the cloud infrastructure by sharing cloud
                 resources between applications. We also present
                 experimental results, that show the benefits of using
                 our methodology.",
  keywords =     "genetic algorithms, genetic programming",
  DOI =          "doi:10.1109/UCC.2014.126",
  notes =        "Also known as \cite{7027593}",
}

Genetic Programming entries for Stanislaw Deniziak Leszek Ciopinski Grzegorz Pawinski Karol Wieczorek Slawomir Bak

Citations