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2017 | OriginalPaper | Chapter

Analysis of Performance and Energy Consumption in the Cloud

Authors : Mehdi Kandi, Farah Aït-Salaht, Hind Castel-Taleb, Emmanuel Hyon

Published in: Computer Performance Engineering

Publisher: Springer International Publishing

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Abstract

We analyze here a cloud system represented by hysteresis multi server queueing system. It is characterized by forward and backward thresholds for activation and deactivation of block of servers representing a set of VMs (Virtual Machines). The system is represented by a complex Markov Chain which is difficult to analyse when the size of the system is huge. We propose both analytical and numerical mathematical methods for deriving the steady-state probability distribution. We compute then performance and energy consumption measures and we define an overall cost taking into account both aspects. We compare the proposed methods with respect to the computation time and we analyse the impact of some parameters on the behaviour of the system.

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Metadata
Title
Analysis of Performance and Energy Consumption in the Cloud
Authors
Mehdi Kandi
Farah Aït-Salaht
Hind Castel-Taleb
Emmanuel Hyon
Copyright Year
2017
Book
Computer Performance Engineering

Print ISBN: 978-3-319-66582-5

Electronic ISBN: 978-3-319-66583-2

Copyright Year: 2017

DOI
https://doi.org/10.1007/978-3-319-66583-2_13