Statistical Analysis of Video Frame Size Distribution Originating from Scalable Video Codec (SVC)

Ahmadpour, Sima and Wan, Tat Chee and Toghrayee, Zohreh and HematiGazafi, Fariba (2017) Statistical Analysis of Video Frame Size Distribution Originating from Scalable Video Codec (SVC). Complexity, 2017 (809857). pp. 1-12. ISSN 1076-2787

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Abstract

Designing an effective and high performance network requires an accurate characterization and modeling of network traffic.The modeling of video frame sizes is normally applied in simulation studies and mathematical analysis and generating streams for testing and compliance purposes. Besides, video traffic assumed as a major source of multimedia traffic in future heterogeneous network. Therefore, the statistical distribution of video data can be used as the inputs for performance modeling of networks. The finding of this paper comprises the theoretical definition of distribution which seems to be relevant to the video trace in terms of its statistical properties and finds the best distribution using both the graphical method and the hypothesis test.The data set used in this article consists of layered video traces generating from Scalable Video Codec (SVC) video compression technique of three different movies.

Item Type:	Article
Subjects:	Q Science > QA Mathematics > QA75.5-76.95 Electronic computers. Computer science
Divisions:	Pusat IPv6 Termaju Negara (National Advanced IPv6 Centre of Excellence NAv6) > Article Pusat Pengajian Sains Komputer (School of Computer Sciences) > Article
Depositing User:	Mr Noorazilan Noordin
Date Deposited:	20 Oct 2017 07:42
Last Modified:	20 Oct 2017 07:42
URI:	http://eprints.usm.my/id/eprint/37223

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