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An Improved Model for Live Migration in Data Centre Simulators

Maio, VD, Kecskemeti, G and Prodan, R (2016) An Improved Model for Live Migration in Data Centre Simulators. In: Proceedings - 2016 16th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2016 . pp. 527-530. (IEEE/ACM CCGrid 2016, 16 -19 May 2016, Cartagena, Colombia).

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Due to the difficulty of employing real data centres' infrastructure for assessing the effectiveness of energy-aware algorithms, many researchers resort on using Cloud simulators. These tools require precise and detailed models for virtualized data centres in order to deliver accurate results. In recent years, many models have been proposed, but most of them either do notconsiderenergyconsumptionrelatedtovirtualmachine(VM) migration or ignore some of the energy-impacting components (e.g. CPU, network, storage). In this paper, we propose a new model for data centre energy consumption that takes into account these omitted components. We implement this model in a framework that combines two Cloud simulators: GroudSim that provides the Cloud management side, and DISSECT-CF that provides the internal infrastructure side. We evaluated our model in a comprehensive set of scenarios and obtained an accuracy between 8% and 22% for instantaneous power consumption, and between 8% and 25% for energy consumption. © 2016 IEEE.

Item Type: Conference or Workshop Item (Paper)
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions: Computer Science & Mathematics
Publisher: IEEE
Date Deposited: 07 Sep 2016 10:37
Last Modified: 13 Apr 2022 15:14
DOI or ID number: 10.1109/CCGrid.2016.41
URI: https://researchonline.ljmu.ac.uk/id/eprint/4097
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