Synthesis of power aware adaptive schedulers for embedded systems using developmental genetic programming

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@InProceedings{Deniziak:2015:FedCSIS,
  author =       "Stanislaw Deniziak and Leszek Ciopinski",
  booktitle =    "2015 Federated Conference on Computer Science and
                 Information Systems (FedCSIS)",
  title =        "Synthesis of power aware adaptive schedulers for
                 embedded systems using developmental genetic
                 programming",
  year =         "2015",
  pages =        "449--459",
  abstract =     "In this paper we present a method of synthesis of
                 adaptive schedulers for real-time embedded systems. We
                 assume that the system is implemented using multi-core
                 embedded processor with low-power processing
                 capabilities. First, the developmental genetic
                 programming is used to generate the scheduler and the
                 initial schedule. Then, during the system execution the
                 scheduler modifies the schedule whenever execution time
                 of the recently finished task occurred shorter or
                 longer than expected. The goal of rescheduling is to
                 minimise the power consumption while all time
                 constraints will be satisfied. We present real-life
                 example as well as some experimental results showing
                 advantages of our method.",
  keywords =     "genetic algorithms, genetic programming",
  DOI =          "doi:10.15439/2015F313",
  month =        sep,
  notes =        "Also known as \cite{7321479}",
}

Genetic Programming entries for Stanislaw Deniziak Leszek Ciopinski

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