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Research on Cloudlet selection strategy for data streaming applications in mobile cloud environment

Authors :
Wei LIU
Shu XIONG
Wei DU
Wei WANG
Source :
Tongxin xuebao, Vol 40, Pp 87-101 (2019)
Publication Year :
2019
Publisher :
Editorial Department of Journal on Communications, 2019.

Abstract

Most existing Cloudlet selection strategies only used the resources of one Cloudlet to compute offloading,which couldn’t obtain the superior performance improvement for mobile data streaming application with many parallel components.To address this issue,a Cloudlet selection strategy based on chemical reaction optimization algorithm was proposed.The strategy aims to reduce application’s completion time and energy consumption of mobile device.When the dependencies among application’s components was satisfied,the strategy can take full advantage of the computing capability of multi-cloudlet to execute the parallel components of mobile data stream application simultaneously.Therefore the strategy can improve the execution efficiency and reduce the energy consumption of mobile device.The simulation results reveal that the proposed strategy can achieves 18.3% on average performance improvement than POCSS strategy does in multi-Cloudlet environment.

Details

Language :
Chinese
ISSN :
1000436X
Volume :
40
Database :
Directory of Open Access Journals
Journal :
Tongxin xuebao
Publication Type :
Academic Journal
Accession number :
edsdoj.170d6765a97b45f0ab844201ffb6177e
Document Type :
article
Full Text :
https://doi.org/10.11959/j.issn.1000-436x.2019020