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General Information
    • ISSN: 2010-3751
    • Frequency: Bimonthly (2012-2016); Quarterly (Since 2017)
    • DOI: 10.18178/IJFCC
    • Editor-in-Chief: Prof. Mohamed Othman
    • Executive Editor: Ms. Nancy Y. Liu
    • Abstracting/ Indexing: Google Scholar, Engineering & Technology Digital Library, and Crossref, DOAJ, Electronic Journals LibraryEI (INSPEC, IET).
    • E-mail:  ijfcc@ejournal.net 
Editor-in-chief
Prof. Mohamed Othman
Department of Communication Technology and Network Universiti Putra Malaysia, Malaysia
It is my honor to be the editor-in-chief of IJFCC. The journal publishes good papers in the field of future computer and communication. Hopefully, IJFCC will become a recognized journal among the readers in the filed of future computer and communication.
IJFCC 2014 Vol.3(3): 205-209 ISSN: 2010-3751
DOI: 10.7763/IJFCC.2014.V3.297

A Network-Adapative SVC Streaming Strategy with SVM-Based Bandwidth Prediction

Xu Yanling, Wu Baolin, and Yang Liushan
Abstract—This paper presents an online streaming strategy for SVC (Scalable Video Coding).The crucial technique adopted is the combination of network bandwidth prediction and rating mechanism for different streaming options. An SVM (Support Vector Machine) algorithm is used for prediction of network bandwidth variation, with which the system then evaluates every strategy that can be made at that time. The experiment shows this strategy not only cut down video playing back interruption times, but also improves overall video quality users perceive.

Index Terms—Bandwidth prediction, support vector machine, SVC streaming.

The authors are with the School of Software Engineering, Tongji University, Shanghai, P. R. China (e-mail: xuyanling@tongji.edu.cn, wubaolin2009@126.com, ylx0327@gmail.com).

[PDF]

Cite: Xu Yanling, Wu Baolin, and Yang Liushan, "A Network-Adapative SVC Streaming Strategy with SVM-Based Bandwidth Prediction," International Journal of Future Computer and Communication vol. 3, no. 3, pp. 205-209, 2014.

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