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

Hamza Ouarnoughi 1 Jalil Boukhobza 1 Frank Singhoff 1 Stéphane Rubini 1 Erwann Kassis 
Lab-STICC - Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance, UBO - Université de Brest
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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Contributor : Jalil Boukhobza Connect in order to contact the contributor
Submitted on : Monday, October 10, 2016 - 9:03:09 AM
Last modification on : Tuesday, May 31, 2022 - 10:44:03 AM



Hamza Ouarnoughi, Jalil Boukhobza, Frank Singhoff, Stéphane Rubini, Erwann Kassis. Considering I/O Processing in CloudSim for Performance and Energy Evaluation. ISC- High Performance Computing, Jun 2016, Francfort, Germany. pp 591-603, ⟨10.1007/978-3-319-46079-6_40⟩. ⟨hal-01378353⟩



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