Synthesis of power aware adaptive schedulers for embedded systems using developmental genetic programming
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- @InProceedings{Deniziak:2015:FedCSIS,
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author = "Stanislaw Deniziak and Leszek Ciopinski",
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booktitle = "2015 Federated Conference on Computer Science and
Information Systems (FedCSIS)",
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title = "Synthesis of power aware adaptive schedulers for
embedded systems using developmental genetic
programming",
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year = "2015",
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pages = "449--459",
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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.",
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keywords = "genetic algorithms, genetic programming",
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DOI = "doi:10.15439/2015F313",
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month = sep,
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notes = "Also known as \cite{7321479}",
- }
Genetic Programming entries for
Stanislaw Deniziak
Leszek Ciopinski
Citations