Statistical Analysis of Video Frame Size Distribution Originating from Scalable Video Codec (SVC)
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...
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| Format: | Article |
| Language: | English |
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Wiley
2017-01-01
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| Series: | Complexity |
| Online Access: | http://dx.doi.org/10.1155/2017/8098574 |
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| _version_ | 1832552348978774016 |
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| author | Sima Ahmadpour Tat-Chee Wan Zohreh Toghrayee Fariba HematiGazafi |
| author_facet | Sima Ahmadpour Tat-Chee Wan Zohreh Toghrayee Fariba HematiGazafi |
| author_sort | Sima Ahmadpour |
| collection | DOAJ |
| description | 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. |
| format | Article |
| id | doaj-art-3dbe622574b44f258db444d6ab029c49 |
| institution | Kabale University |
| issn | 1076-2787 1099-0526 |
| language | English |
| publishDate | 2017-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Complexity |
| spelling | doaj-art-3dbe622574b44f258db444d6ab029c492025-02-03T05:58:53ZengWileyComplexity1076-27871099-05262017-01-01201710.1155/2017/80985748098574Statistical Analysis of Video Frame Size Distribution Originating from Scalable Video Codec (SVC)Sima Ahmadpour0Tat-Chee Wan1Zohreh Toghrayee2Fariba HematiGazafi3Department of Electrical, IT & Computer Sciences, Islamic Azad University, Qazvin Branch, Qazvin, IranNational Advanced IPv6 Center, Universiti Sains Malaysia, 11800 Penang, MalaysiaCentral Bank of the Islamic Republic of Iran, Tehran, IranCentral Bank of the Islamic Republic of Iran, Tehran, IranDesigning 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.http://dx.doi.org/10.1155/2017/8098574 |
| spellingShingle | Sima Ahmadpour Tat-Chee Wan Zohreh Toghrayee Fariba HematiGazafi Statistical Analysis of Video Frame Size Distribution Originating from Scalable Video Codec (SVC) Complexity |
| title | Statistical Analysis of Video Frame Size Distribution Originating from Scalable Video Codec (SVC) |
| title_full | Statistical Analysis of Video Frame Size Distribution Originating from Scalable Video Codec (SVC) |
| title_fullStr | Statistical Analysis of Video Frame Size Distribution Originating from Scalable Video Codec (SVC) |
| title_full_unstemmed | Statistical Analysis of Video Frame Size Distribution Originating from Scalable Video Codec (SVC) |
| title_short | Statistical Analysis of Video Frame Size Distribution Originating from Scalable Video Codec (SVC) |
| title_sort | statistical analysis of video frame size distribution originating from scalable video codec svc |
| url | http://dx.doi.org/10.1155/2017/8098574 |
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