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Trace-Based Analysis of MPEG-4 AVC Video Streams

DOI: 10.4236/jcc.2019.71004, PP. 34-48

Keywords: Synthetic Traffic, Video Trace, MPEG-4 AVC, I and B Frames

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Abstract:

MPEG-4 AVC encoded video streams have been analyzed using video traces and statistical features have been extracted, in the context of supporting efficient deployment of networked and multimedia services. The statistical features include the number of scenes composing the video and the sizes of different types of frames, within the overall trace and each scene. Statistical processing has been performed upon the traces and subsequent fitting upon statistical distributions (Pareto and lognormal). Through the construction of a synthetic trace, based upon this analysis, our selections of statistical distribution have been verified. In addition, different types of content, in terms of level of activity (quantified as different scene change ratio) have been considered. Through modelling and fitting, the stability of the main statistical parameters has been verified as well as observations on the dependence of these parameters upon the video activity level.

References

[1]  Van der Auwera, G., David, P. and Reisslein, M. (2008) Traffic and Quality Characterization of Single-Layer Video Streams Encoded with the H.264/MPEG-4 Advanced Video Coding Standard and Scalable Video Coding Extension. IEEE Transactions on Broadcasting, 54, 698-718.
[2]  Koumaras, H., Skianis, C. and Kourtis, A. (2009) Analysis and Modeling of H.264 Unconstrained VBR Video Traffic. International Journal of Mobile Computing and Multimedia Communications, 1, 14-31.
https://doi.org/10.4018/jmcmc.2009072802
[3]  Zahariadis, T., Papadakis, A. and Nikolaou, N. (2012) Simulation Framework for Adaptive Overlay Content Caching. IEEE 35th International Conference on Telecommunications and Signal Processing (TSP), Prague, 3-4 July 2012, 62-66.
[4]  Reaz, A., Murayama, D., et al. (2011) Synthetic Traffic Generation for Streaming Video to Model IPTV. 5th IEEE International Conference on Advanced Telecommunication Systems and Networks (ANTS), Bangalore, 18-21 December 2011, 1-6.
https://doi.org/10.1109/ANTS.2011.6163638
[5]  Seeling, P. and Reisslein, M. (2012) Video Transport Evaluation with H.264 Video Traces. IEEE Communications Surveys and Tutorials, 14, 1142-1165.
https://doi.org/10.1109/SURV.2011.082911.00067
[6]  Wan, F., Cai, L. and Gulliver, T. (2008) A Simple, Two-Level Markovian Traffic Model for IPTV Video Sources. 2008 IEEE Global Telecommunications Conference, New Orleans, 30 November-4 December 2008, 1-5.
https://doi.org/10.1109/GLOCOM.2008.ECP.288
[7]  Liu, R., Rao, D., Huang, Z. and Yang, D. (2012) An Emperical Traffic Model of M2M Mobile Streaming Services. 2012 4th International Conference on Multimedia Information Networking and Security, Nanjing, 2-4 November 2012, 400-404.
https://doi.org/10.1109/MINES.2012.60
[8]  Krunz, M. and Hughes, H. (1995) A Traffic for MPEG-Coded VBR Streams. ACM SIGMETRICS, Ottawa.
https://doi.org/10.1145/223587.223592
[9]  Van der Auwera, G., David, P.T. and Reisslein, M. (2008) Traffic and Quality Characterization of Single-Layer Video Streams Encoded with H.264/MPEG-4 Advanced Video Coding Standard and Scalable Video Coding Extension. IEEE Transactions on Broadcasting, 54, 698-718.
https://doi.org/10.1109/TBC.2008.2000422
[10]  Politis, I., Dounis, L., Tselios, C., Kordelas, A., Dagiuklas, T. and Papadakis, A. (2012) A Model of Network Related QoE for 3D Video. 2012 IEEE Globecom Workshops, Anaheim, 3-7 December 2012, 1335-1340.
[11]  Bhaumik, P., SayeemReaz, A. and Mukherjee, B. (2012) Performance of 10G-EPON in Streaming IPTV. 2012 IEEE International Conference on Advanced Networks and Telecommunciations Systems (ANTS), Bangalore, 16-19 December 2012, 30-32.
[12]  Bhaumik, P., SayeemReaz, A., Murayama, D., Suzuki, K.-I., Yoshimoto, N., Kramer, G. and Mukherjee, B. (2015) IPTV over EPON: Synthetic Traffic Generation and Performance Evaluation. Optical Switching and Networking, 18, 180-190.
[13]  Video Traces for Network Performance Evaluation. Arizona State University, Tempe.
http://trace.eas.asu.edu/tracemain.html
[14]  Kyungwoo, K. and Haniph, A.L. (2009) Statistical Traffic Modeling of MPEG Frame Size: Experiments and Analysis. Systemics, Cybernetics, and Informatics, 7, 54-59.

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