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Behavioral Emulation for Scalable Design-Space Exploration of Algorithms and Architectures Read chapter Read first chapter

2016 | OriginalPaper | Chapter

Considering I/O Processing in CloudSim for Performance and Energy Evaluation

Authors : Hamza Ouarnoughi, Jalil Boukhobza, Frank Singhoff, Stéphane Rubini, Erwann Kassis

Published in: High Performance Computing

Publisher: Springer International Publishing

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Abstract

This article presents an extension of the IaaS Cloud simulator CloudSim. Our CloudSim extension takes into account the processing of i/o workload generated by virtual machines within a Data Center and evaluates the overall performance and energy consumption. Indeed, storage systems energy consumption may represent up to 40 % of the total energy consumed in a Data Center. Then, we propose three contributions. First, we modified the time computation model of CloudSim to consider i/o operations. Second, we designed several models of storage system devices including Hard Disk Drives and Solid-State Drives, and finally, we considered the cpu and ram used for i/o request processing. Our extensions have been evaluated using video encoding traces. First simulation results showed that a significant amount of energy, around 17 %, is consumed due to I/O workload execution, which shows the soundness of our CloudSim extensions.

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previous chapter Analysis of Memory Performance: Mixed Rank Performance Across Microarchitectures
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Appendix
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Metadata
Title
Considering I/O Processing in CloudSim for Performance and Energy Evaluation
Authors
Hamza Ouarnoughi
Jalil Boukhobza
Frank Singhoff
Stéphane Rubini
Erwann Kassis
Copyright Year
2016
Book
High Performance Computing

Print ISBN: 978-3-319-46078-9

Electronic ISBN: 978-3-319-46079-6

Copyright Year: 2016

DOI
https://doi.org/10.1007/978-3-319-46079-6_40