[2015.05.15]_MTAP-CGMP.pdf (1.38 MB)
CGMP: cloud-assisted green multimedia processing
journal contribution
posted on 2023-06-08, 21:42 authored by Yujun Ma, Yin Zhang, Zhengguo ShengZhengguo Sheng, Hang Ruan, Junfeng Wang, Yanming SunWith continued advancements of mobile computing and communications, emerging novel multimedia services and applications have attracted lots of attention and been developed for mobile users, such as mobile social network, mobile cloud medical treatment, mobile cloud game. However, because of limited resources on mobile terminals, it is of great challenge to improve the energy efficiency of multimedia services. In this paper, we propose a cloud-assisted green multimedia processing architecture (CGMP) based on mobile cloud computing. Specifically, the tasks of multimedia processing with energy-extensive consumption can be offloaded to the cloud, and the face recognition algorithm with improved principal component analysis and nearest neighbor classifier is realized on CGMP based cloud platform. Experimental results show that the proposed scheme can effectively save the energy consumption of the equipment.
History
Publication status
- Published
File Version
- Accepted version
Journal
Multimedia Tools and ApplicationsISSN
1380-7501Publisher
Springer VerlagExternal DOI
Issue
21Volume
75Page range
13317-13332Department affiliated with
- Engineering and Design Publications
Full text available
- Yes
Peer reviewed?
- Yes
Legacy Posted Date
2015-07-20First Open Access (FOA) Date
2016-07-15First Compliant Deposit (FCD) Date
2015-07-19Usage metrics
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