Analysis, modeling and generation of self-similar VBR video traffic

Proceedings of the Conference on Communications Architectures, Protocols and Applications, SIGCOMM 1994

Volumn , Issue , 1994, Pages 269-280

  Garrett, Mark W ^a   Willinger, Walter ^a  

^a TELCORDIA TECHNOLOGIES   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BANDWIDTH; INTERNET PROTOCOLS; NETWORK ARCHITECTURE; STOCHASTIC SYSTEMS;

ACTION MOVIES; BANDWIDTH DISTRIBUTION; BANDWIDTH EFFICIENCY; LONG RANGE DEPENDENCE; NON-MARKOVIAN; SELF-SIMILAR PROCESS; SOURCE MODELING; TRACE DRIVEN SIMULATION;

IMAGE COMPRESSION;

EID: 85029864069     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/190314.190339     Document Type: Conference Paper

References (21)

1. J. Beran, R. Sherman, M. S. Taqqu and W. Will-inger, "Variable Bit Rate Video Traffic and Long Range Dependence", IEEE Trans. Commun., 1994, Accepted for publication, subject to revisions.
2. D. D. Clark, S. Shenkerand L. Zhang, "Supporting Real-Time Applications in an Integrated Services Packet Network: Architecture and Mechanism", In Proc. ACM SIGComm Symp., pp. 14-26, Baltimore MD, August 1992.
3. D. R. Cox, "Long-Range Dependence: A Review", In H. A. David and H. T David, editors, Statistics: An Appraisal, Ames, Iowa, 1984, pp. 55-74, Iowa State Univ. Press.
4. W. Feller, "The Asymptotic Distribution of the Range of Sums of Independent Random Variables", Ann. Math. Statists., Yol 22, pp. 427-32, 1951.
5. M. W. Garrett and M. Vetterli, "Joint Source/Channel Coding of Statistically Multiplexed Real Time Services on Packet Networks", IEEE/ACM Trans. Networking, Vol. 1, No. l, pp. 71-80, February 1993.
6. M. W. Garrett, "Contributions Toward Real-Time Services on Packet-Switched Networks", Ph.D. Dissertation CU/CTR/TR 340-93-20, Columbia University, New York, N.Y., May 1993, see Chapter 4: "Statistical Analysis of a Long Trace of Variable Bit Rate Coded Video".
7. J. R. M. Hosking, "Modeling Persistence in Hy-drological Time Series Using Fractional Differencing", Water Resources Res., Vol. 20, No. 12, pp. 1898-1908, 1984.
8. H. E. Hurst, "Long-Term Storage Capacity of Reservoirs", Trans. Amer. Soc. Civil Eng., Vol. 116, pp. 770-799, 1951.
9. D. L. Jagerman and B. Melamed, "The Transition and Autocorrelation Structure of TES Processes Part I: General Theory", Stochastic Models, Vol. 8, No. 2, pp. 193-219, 1992.
10. N. L. Johnson and S. Kotz, Continuous Univariate Distributions-7, Houghton Mifflin, Boston, 1970.
11. A. M. Law and W. D. Kelton, Simulation Modeling and Analysis, McGraw-Hill, New York, 2nd edition, 1991.
12. W. E. Leland, M. S. Taqqu, W. Willinger and D. V. Wilson, "On the Self-Similar Nature of Ethernet Traffic", In Proc. ACM SIGComm, pp. 183-193, San Francisco, Calif., September 1993.
13. B. B. Mandelbrot and J. W. Van Ness, "Fractional Brownian Motions, Fractional Noises and Applications", SI AM Review, Vol. 10, pp. 422-37, 1968.
14. B. B. Mandelbrot and J. R . Wallis, "Computer Experiments with Fractional Gaussian Noises", Water Resources Res., Vol. 5, pp. 228-267, 1969.
15. B. B. Mandelbrot and J. R. Wallis, "Some Long-Run Properties of Geophysical Records", Water Resources Res., Vol. 5, pp. 321-40, 1969.
16. B. B. Mandelbrot and M. S. Taqqu, "Robust R/S Analysis of Long Run Serial Correlation", In Proc. 42nd Session ISI, Vol. XLVIII, Book 2, pp. 69-99, 1979.
17. B. B. Mandelbrot, The Fractal Geometry of Nature, Freeman, New York, 1983.
18. A. Ortega, M. W. Garrett and M. Vetterli, "Toward Joint Optimization of VBR Video Coding and Packet Network Traffic Control", In Proc. Fifth International Workshop on Packet Video, Berlin, Germany, March 1993.
19. P. Pancha and M. El Zarki, "MPEG Coding for Variable Bit Rate Video Transmission", IEEE Commun. Mag., Vol. 32, No. 5, pp. 54-66, May 1994.
20. Fourth International Workshop on Packet Video, Kyoto, Japan, August 1991.
21. G. K. Wallace, "The JPEG Still Picture Compression Standard", Commun. of the ACM, Vol. 34, No. 4, pp. 31-44, April 1991.