Analysis and modeling of MPEG-4 and H.264 multi-layer video traffic

Proceedings - IEEE INFOCOM

Volumn 4, Issue , 2005, Pages 2257-2267

  Dai, Min ^a   Loguinov, Dmitri ^a  

^a TEXAS A AND M UNIVERSITY   (United States)

Author keywords

Enhancement layer; Multi layer; Video traffic; Wavelet transform

Indexed keywords

BURSTINESS; FRAME-SIZE DISTRIBUTION; MULTI-LAYER VIDEO TRAFFIC; SHORT-RANGE DEPENDENT (SRD) PROPERTIES;

COMPUTER SIMULATION; CORRELATION METHODS; FUNCTIONS; MATHEMATICAL MODELS; VIDEO SIGNAL PROCESSING; WAVELET TRANSFORMS;

TELECOMMUNICATION TRAFFIC;

EID: 25644436433     PISSN: 0743166X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/INFCOM.2005.1498513     Document Type: Conference Paper

References (28)

1. K. Chandra and A. R. Reibman, "Modeling One- and Two-Layer Variable Bit Rate Video," IEEE/ACM Trans. on Networking, vol. 7, June 1999.
2. T. P.-C. Chen and T. Chen, "Markov Modulated Punctured Autoregressive Processes for Video Traffic and Wireless Channel Model-ing," Packet Video, April 2002.
3. A. L. Corte, A. Lombardo, S. Palazzo, and S. Zinna, "Modeling Activity in VBR Video Sources," Signal Processing: Image Commu-nication, vol. 3, June 1991.
4. M. Dai and D. Loguinov, "Analysis and Modeling of MPEG-4 and H.264 Multi-Layer Video Traffic (extended version)," Texas A&M Technical Report, July 2004.
5. P. Embrechts, F. Lindskog, and A. McNeil, "Correlation and dependence in risk management: Properties and pitfalls," available at http://www.ccfz.ch, Aug. 1999.
6. F. H. P. Fitzek and M. Reisslein, "MPEG-4 and H.263 Video Traces for Network Performance Evaluation (Extended Version)," available at http://www-tkn.ee.tu-berlin.de.
7. M. Frey and S. Nguyen-Quang, "A Gamma-Based Framework for Modeling Variable-Rate MPEG Video Sources: the GOP GBAR Model," IEEE/ACM Trans. on Networking, vol. 8, Dec. 2000.
8. M. Krunz and S. K. Tripathi, "On the Characterization of VBR MPEG Streams," Proc. of ACM SIGMETRICS, vol. 25, June 1997.
9. M. Krunz and A. Makowski, "Modeling Video Traffic Using M/G/infinity Input Processes: A Compromise Between Markovian and LRD Models," IEEE J. Select. Areas Commun., vol. 16, June 1998.
10. M. W. Garrett and W. Willinger, "Analysis, Modeling and Generation of Self-Similar VBR Video Traffic," Proc. of ACM SIGCOMM, Aug. 1994.
11. D. P. Heyman, A. Tabatabai, and T. V. Lakshman, "Statistical analysis and simulation study of video teleconference traffic in ATM networks," IEEE Trans. on CSVT, vol. 2, Mar. 1992.
12. D. P. Heyman, "The GBAR Source Model for VBR Video Conferences," IEEE/ACM Trans. on Networking, vol. 5, Aug. 1997.
13. C. Huang, M. Devetsikiotis, I. Lambadaris, and A. R. Kaye, "Modeling and Simulation of Self-Similar Variable Bit Rate Compressed Video: A Unified Approach," Proc. of ACM SIGCOMM, Aug. 1995.
14. Joint Video Team (JVT) of ISO/IEC MPEG, ITU-T VCEG (ISO/IEC JTC1/SC29/WGII, and ITU-T SG16 Q.6, "Draft ITU-T Recommendation and Final Draft International Standard of Joint Video Specification (ITU-T rec. H.2641ISO/IEC 14 496-10 AVC)," 7th Meeting, Pattaya, Thailand, Mar. 2003.
15. A. Lombardo, G. Morabito, and G. Schembra, "An Accurate and Treatable Markov Model of MPEG-Video Traffic," Proc. of INFOCOM, March 1998.
16. A. Lombardo, G. Morabito, S. Palazzo, and G. Schembra, "A Markov-Based Algorithm for the Generation of MPEG Sequences Matching Intra- and Inter-GoP Correlation," European Trans. on Telecommunications, vol. 12, April 2001.
17. D. Liu, E. I. Sára, and W. Sun, "Nested Auto-Regressive Processes for MPEG-Encoded Video Traffic Modeling," IEEE Trans. on CSVT, vol. 11, Feb. 2001.
18. S. Ma and C. Ji, "Modeling Heterogeneous Network Traffic in Wavelet Domain," IEEE/ACM Trans. on Networking, vol. 9, Oct. 2001.
19. B. Maglaris, D. Anastassiou, P. Sen, G. Karlsson, and J. Robbins, "Performance Models of Statistical Multiplexing in Packet Video Communications," IEEE Trans. on Comm., vol. 36, July 1988.
20. B. Melamed and D. E. Pendarakis, "Modeling Full-Length VBR Video Using Markov-Renewal-Modulated TES Models," IEEE J. Select. Areas Commun., vol. 16, June 1998.
21. MPEG-4: ISO/IEC JTCI/SC29/WG11, "ISO/IEC 14 496:2000-2: Information on technologyłcoding of audioCvisual objectsłPart 2: Visual," ISO/IEC, Genf, Switzerland, Dec. 2000.
22. M. Reisslein, J. Lassetter, S. Ratnam, O. Lotfallah, F. H. P. Fitzek, and S. Panchanathan, "Video Traces for Network Performance Evaluation," available at http://trace.eas.asu.edu.
23. V. J. Ribeiro, R. H. Riedi, M. S. Crouse, and R. G. Baraniuk, "Multiscale Queuing Analysis of Long-Range-Dependent Network Traffic," Proc. of INFOCOM, March 2000.
24. O. Rose, "Statistical Properties of MPEG Video Traffic and Their Impact on Traffic Modeling in ATM Systems," Proc. of the 20th Annual Conference on Local Computer Networks, Oct. 1995.
25. O. Rose, "Simple and Efficient Models for Variable Bit Rate Mpeg Video Traffic," Performance Evaluation, vol. 30, 1997.
26. U. K. Sarkar, S. Ramakrishnan, and D. Sarkar, "Modeling Full-Length Video Using Markov-Modulated Gamma-Based Framework," IEEE/ACM Trans. on Networking, vol. 11, Aug. 2003.
27. Y. Wang, J. Ostermann, and Y.-Q. Zhang, Video Processing and Communications, Prentice Hall, 2001.
28. J.-A. Zhao, B. Li, and I. Ahmad, "Traffic Model For Layered Video: An Approach On Markovian Arrival Process," Packet Video, April 2003.