A fast method for generating self-similar network traffic

International Conference on Communication Technology Proceedings, ICCT

Volumn 1, Issue , 2000, Pages 54-61

  Ledesma, Sergio ^a   Liu, Derong ^b  

^a Stevens Institute of Technology   (United States)

^b 1120 Science and Engineering Offices   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPLEX NETWORKS; GAUSSIAN NOISE (ELECTRONIC); INVERSE PROBLEMS; PLASMA DIAGNOSTICS; POWER SPECTRUM; STOCHASTIC SYSTEMS;

AUTOREGRESSIVE INTEGRATED MOVING AVERAGE PROCESS; FRACTIONAL GAUSSIAN NOISE (FGN); INVERSE FOURIER TRANSFORMS; LINEAR APPROXIMATIONS; NETWORK TRAFFIC MODELING; SELF-SIMILAR NETWORK TRAFFIC; SELF-SIMILAR TRAFFIC; STATISTICAL INFERENCE;

TIME DOMAIN ANALYSIS;

EID: 12844277881     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCT.2000.889169     Document Type: Conference Paper

References (27)

1. A. Adas and A.Mukherjee, "On resource management and QoS guarantees for long range dependent traffic," Proceedings of the IEEE Conference on Computer Communications (INFOCOM), Boston, MA, Apr. 1995, pp. 779-787.
2. J. Beran, Estimation, Testing and Prediction for Self-Similar and Related Processes, Ph.D. Dissertation, Swiss Federal Institute of Technology (ETH), Zürich, Switzerland, 1986.
3. J. Beran, "Statistical methods for data with long-range dependence," Statistical Science, vol.7, pp. 404-416, 1992.
4. J. Beran, "A goodness-of-fit test for time series with long range dependence," Journal of the Royal Statistical Society B, vol. 54, pp. 749-760,1992.
5. J. Beran, R. Sherman, M. S. Taqqu, and W. Willinger, "Long-range dependence in variable-bit-rate video traffic," IEEE Transactions on Communications, vol.43, pp. 1566- 1579,Feb./Mar./Apr. 1995.
6. M. E. Crovella and A. Bestavros, "Self-similarity in World Wide Web traffic: Evidence and possible causes," IEEE/ACM Transactions on Networking, vol. 5, pp. 835-846, Dec. 1997.
7. C. H. Edwards and D. E. Penney, Calculus with Analytic Geometry, Upper Saddle River, NJ: Prentice-Hall, 1998.
8. A. Erramilli, O. Narayan, and W. Willinger, "Experimental queueing analysis with long-range dependent packet traffic," IEEE/ACM Transactions on Networking, vol. 4, pp. 209-223, Apr. 1996.
9. A. Erramilli, R. P. Singh, and P. Prathi, "Chaotic maps as models of packet traffic," Proceedings of the 14th International Teletraf-fic Congress, Antibes Juan-les-Pins, France, June 1994, pp. 329-338.
10. P. Flandrin, "Wavelet analysis and synthesis of fractional Brownian motion," IEEE Transactions on Information Theory, vol.38, pp. 910-917, Mar. 1992.
11. M. W. Garret and W. Willinger, "Analysis, modeling and generation of self-similar VBR video traffic," Computer Communications Review, pp. 269-280, Oct. 1994.
12. D. P. Heyman and T. V. Lakshman, "What are the implications of long-range dependence for VBR-video traffic engineering?" IEEE/ACM Transactions on Networking, vol.4, pp. 301-317,June 1996.
13. S. M. Kogon and D. G. Manolakis, "Linear parametric models for signals with long-range dependence and infinite variance," Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, Detroit, MI, May 1995, pp. 1597-1600.
14. W.-C. Lau, A. Erramilli, J. L. Wang, and W. Willinger, "Self-similar traffic generation: The random midpoint displacement algorithm and its properties," Proceedings of the IEEE International Conference on Com-munications, Seattle, WA, June 1995, vol. 1, pp. 466-172.
15. W. E. Leland, M. S. Taqqu, W. Willinger, and D. V. Wilson, "On the self-similar nature of ethernet traffic (extended version)," IEEE/ACM Transactions on Networking, vol.2, pp. 1-15, Feb. 1994.
16. S. B. Lowen and M. C. Teich, "Fractal renewal processes generate 1/f noise," Physical Review E, vol.47, pp.992-1001, Feb. 1993.
17. B. Mandelbrot, "Long-run linearity, locally Gaussian process, H-spectra and infinite variances," International Economic Review, vol. 10, pp. 82-111, Feb. 1969.
18. B. B. Mandelbrot and J. R. Wallis, "Computer experiments with fractional Gaussian noises-Part 1: Averages and variances," Water Resources Research, vol. 5, pp. 228-267, Feb. 1969.
19. H. Michiel and K. Laevens, "Teletraffic engineering in a broad-band era," Proceedings of the IEEE, vol. 85, pp. 2007-2033, Dec. 1997.
20. V. Paxson, "Fast, approximate synthesis of fractional Gaussian noise for generating self-similar network traffic," Computer Communications Review, vol.27, pp.5-18, Oct. 1997.
21. V. Paxson and S. Floyd, "Wide area traffic: The failure of Poisson modeling," IEEE/ACM Transactions on Networking, vol. 3, pp. 226-244, June 1995.
22. M. R. Spiegel and J. Liu, Schaum 's Mathematical Handbook of Formulas and Tables, Second Edition, New York, NY: McGraw-Hill, 1998.
23. M. S. Taqqu and V. Teverovsky, "Is network traffic self-similar or multifractral?" Fractals, vol.5, pp.63-73, 1997.
24. T. Taralp, M. Devetsikiötis, and I. Lam-badaris, "Efficient fractional Gaussian noise generation using the spatial renewal process," Proceedings of the IEEE International Conference on Communications, Atlanta, GA, June 1998, vol.3, pp. 1456-1460.
25. W. Willinger, "Traffic modeling for highspeed networks: Theory versus practice," in Stochastic Networks (vol. 71, pp. 395-409), Edited by F. P. Kelly and R. J. Williams, New York, NY: Springer-Verlag, 1995.
26. W. Willinger, M. S. Taqqu, W. E. Leland, and D. V. Wilson, "Self-similarity in high-speed packet traffic: Analysis and modeling of ether-net traffic measurements," Statistical Science, vol. 10, pp. 67-85, 1995.
27. W. Willinger, M. S. Taqqu, R. Sherman, and D. V. Wilson, "Self-similarity through high-variability: Statistical analysis of Ethernet LAN traffic at the source level," IEEE/ACM Transactions on Networking, vol.5, pp.71-86, Feb. 1997.