Modeling on Energy Consumption of Cloud Computing Based on Data Center

DOI

10.2991/asei-15.2015.114How to use a DOI?

Keywords

cloud data, energy consumption, model, algorithm

Abstract

this paper puts forward the monitoring and measurement methods on energy consumption of virtual machine in the cloud data center, establishes energy consumption model of virtual machine system and virtual machine migration. The usual migration method of virtual machine uses heuristic algorithm to allocate virtual machine, its solution result is easily to be got into locally optimal solution, and this paper gives migration algorithm of virtual machine based on genetic algorithm on the basis of making research on genetic algorithm, it makes improvement on the target function in genetic algorithm, making application number of target node and migration time minimum on condition of meeting protocol of service class, so that it can realize energy conservation in data center.

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Yang Yu
AU  - Wei Jiang
AU  - Wei Guan
AU  - Ping Li
AU  - Yongmin Zhou
PY  - 2015/05
DA  - 2015/05
TI  - Modeling on Energy Consumption of Cloud Computing Based on Data Center
BT  - Proceedings of the 2015 International conference on Applied Science and Engineering Innovation
PB  - Atlantis Press
SP  - 594
EP  - 601
SN  - 2352-5401
UR  - https://doi.org/10.2991/asei-15.2015.114
DO  - 10.2991/asei-15.2015.114
ID  - Yu2015/05
ER  -