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Fuzzy Logic Load Balancing for Cloud Architecture Network - A Simulation Test

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Advances in Fuzzy Logic and Technology 2017 (EUSFLAT 2017, IWIFSGN 2017)

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 641))

Abstract

This article presents the algorithm of resource usage optimization for highly complex computer system architectures, such as Cloud Computing solutions. The main problem of such solutions is predicting the resources usage for allocating and dismissal. The proposed algorithm, based on OFN, allows to recognize the trend in the processed requests by the servers. In effect, the CC solutions allow to add resources dynamically, according to the amount of connections, and manage them in real time. This article proposes a fuzzy logic load balancing method for highly complex system architecture, which makes possible to use the resources in more efficient way. Description of the proposed algorithm is followed by simulation test results.

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Authors and Affiliations

  1. Institute of Technology, Casimir the Great University in Bydgoszcz, ul. Chodkiewicza 30, 85-064, Bydgoszcz, Poland

    Łukasz Apiecionek, Jacek M. Czerniak, Wojciech Dobrosielski & Dawid Ewald

Authors
  1. Łukasz Apiecionek
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  2. Jacek M. Czerniak
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  3. Wojciech Dobrosielski
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  4. Dawid Ewald
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Corresponding author

Correspondence to Łukasz Apiecionek .

Editor information

Editors and Affiliations

  1. Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland

    Janusz Kacprzyk

  2. Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland

    Eulalia Szmidt

  3. Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland

    Sławomir Zadrożny

  4. Department of Bioinformatics and Mathematical Modelling, Institute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences, Sofia, Bulgaria

    Krassimir T. Atanassov

  5. WIT - Warsaw School of Information Technology, Warsaw, Poland

    Maciej Krawczak

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Apiecionek, Ł., Czerniak, J.M., Dobrosielski, W., Ewald, D. (2018). Fuzzy Logic Load Balancing for Cloud Architecture Network - A Simulation Test. In: Kacprzyk, J., Szmidt, E., Zadrożny, S., Atanassov, K., Krawczak, M. (eds) Advances in Fuzzy Logic and Technology 2017. EUSFLAT IWIFSGN 2017 2017. Advances in Intelligent Systems and Computing, vol 641. Springer, Cham. https://doi.org/10.1007/978-3-319-66830-7_5

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  • DOI: https://doi.org/10.1007/978-3-319-66830-7_5

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-66829-1

  • Online ISBN: 978-3-319-66830-7

  • eBook Packages: EngineeringEngineering (R0)

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