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Artificial Intelligence Perspectives in Intelligent Systems pp 81–91Cite as

Fuzzy Energy Aware Real Time Scheduling Targeting Mono-processor Embedded Architectures

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Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 464))

Abstract

In this paper, we present an energy aware fuzzy real time scheduling model for periodic independent tasks targeting mono-processor embedded architecture. Our proposed algorithm functions on two steps. The first step uses fuzzy system to generate fuzzy priorities. The second step uses the outputs of the first one to schedule tasks with minimum energy consumption basing on the EDF* algorithm. Energy consumption is reduced by processor use with minimum speed without tasks deadlines missing. In order to evaluate the performance of our algorithm, we have performed simulations in Matlab. These simulations in particular confirmed the very good performance of the proposed algorithm in terms of energy consumption.

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References

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Author information

Authors and Affiliations

  1. ESI: Ecole Supérieure d’Informatique, 16000, Alger, Algeria

    Ridha Mehalaine

  2. ReLaCS2: Research Laboratory on Computer Science’s Complex Systems, University of Oum El Bouaghi, 04000, Oum El Bouaghi, Algeria

    Fateh Boutekkouk

Authors
  1. Ridha Mehalaine
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  2. Fateh Boutekkouk
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Corresponding author

Correspondence to Fateh Boutekkouk .

Editor information

Editors and Affiliations

  1. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlín, Czech Republic

    Radek Silhavy

  2. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlín, Czech Republic

    Roman Senkerik

  3. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlín, Czech Republic

    Zuzana Kominkova Oplatkova

  4. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlín, Czech Republic

    Petr Silhavy

  5. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlín, Czech Republic

    Zdenka Prokopova

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© 2016 Springer International Publishing Switzerland

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Mehalaine, R., Boutekkouk, F. (2016). Fuzzy Energy Aware Real Time Scheduling Targeting Mono-processor Embedded Architectures. In: Silhavy, R., Senkerik, R., Oplatkova, Z., Silhavy, P., Prokopova, Z. (eds) Artificial Intelligence Perspectives in Intelligent Systems. Advances in Intelligent Systems and Computing, vol 464. Springer, Cham. https://doi.org/10.1007/978-3-319-33625-1_8

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  • DOI: https://doi.org/10.1007/978-3-319-33625-1_8

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-33623-7

  • Online ISBN: 978-3-319-33625-1

  • eBook Packages: EngineeringEngineering (R0)

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