Measuring long-range dependence under changing traffic conditions

Proceedings - IEEE INFOCOM

Volumn 3, Issue , 1999, Pages 1513-1521

  Roughan, Matthew ^a   Veitch, Darryl ^a  

^a RMIT UNIVERSITY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

DATA SETS; HURST PARAMETER; JUMP DISCONTINUITIES; LEVEL SHIFT; LONG RANGE DEPENDENCE; NETWORK TRAFFIC; NON-STATIONARITIES; NONSTATIONARY; SELF-SIMILARITIES; STANDARD DEVIATION; STATIONARITY; TIME VARYING MEAN; TRAFFIC CONDITIONS; HURST PARAMETERS; LONG-RANGE DEPENDENCE PROCESSES;

COMPUTER NETWORKS; ESTIMATION; STOCHASTIC SYSTEMS; VIDEO STREAMING; CONGESTION CONTROL (COMMUNICATION); DATA COMMUNICATION SYSTEMS; DATA REDUCTION; PARAMETER ESTIMATION; TELECOMMUNICATION TRAFFIC;

PARAMETER ESTIMATION; PACKET NETWORKS;

EID: 0032628770     PISSN: 0743166X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/INFCOM.1999.752173     Document Type: Conference Paper

References (21)

1. P. Abry. Ondelettes et Turbulences - Multirésolutions, Algorithmes de Décompositions, Invariance d'Echelle et Signaux de Pression. Diderot, Editeur des Sciences et des Arts, Paris, 1997.
2. P. Abry, P. Gonçalvès, and P. Flandrin. Wavelets and Statistics, volume 105 of Lecture Notes in Statistics, chapter Wavelets, Spectrum estimation, 1/f processes., pages 15-30. Springer-Verlag, New York, 1995.
3. P. Abry, M. S. Taqqu, P. Flandrin, and D. Veitch. Wavelets for the analysis, estimation, and synthesis of scaling data. Wiley, 1998.
4. P. Abry and D. Veitch. Wavelet analysis of long-range dependent traffic. IEEETrans. on Info. Theory, 44(1):2-15, 1998.
5. P. Abry, D. Veitch, and P. Flandrin. Long-range dependence: revisiting aggregation with wavelets. J. of Time Series Analysis, 19:253-266, 1998. (Pubitemid 128462562)
6. J. Beran. Statistics for Long-Memory Processes. Chapman and Hall, New York, 1994.
7. I. Daubechies. Ten Lectures on Wavelets. SIAM, Philadelphia (PA), 1992.
8. A. Feldmann, A.C. Gilbert, and Walter Willinger. Data networks as cascades: Investigating the multifractal nature of internet wan traffic. In ACM/Sigcomm'98, September 2-4, Vancouver, Canada, 1998. preprint.
9. Judith L. Jerkins and Jonathan L. Wang. A measurement analysis of ATM cell-level aggregate traffic. In IEEE GLOBECOM'97, 1997.
10. J.L. Jerkins, J. Monroe, M.F. Pucci, and J.L. Wang. Carrying internet traffic over frame relay links: Frame and call level traffic analysis, preprint.
11. J.E. Dennis Jr and D.J. Woods. New Computing Environments: Microcomputers in Large-Scale Computing, pages 116-122. SIAM, 1987.
12. Will E. Leland, Murad S. Taqqu, Walter Willinger, and Daniel V. Wilson. On the self-similar nature of Ethernet traffic (extended version). IEEE/ACM Transactions on Networking, 2(1):1-15, Feb 1994.
13. S. Molnár, A. Vidács, and A.A. Nilson. Bottlenecks on the way towards fractal characterization of network traffic: Estimation and interpretation of the Hurst parameter. In PMCCN'97, Tsukuba, Japan, Nov 1997.
14. J.A. Nelder and R. Mead. A simplex method for function minimization. Computer Journal, 7:308-313.
15. V. Paxson and S. Floyd. Wide-area traffic: the failure of Poisson modelling. In Proceedings of SIGCOMM '94, 1994.
16. Matthew Roughan, Darryl Veitch, and Patrice Abry. On-line estimation of parameters of long-range dependence. In IEEE GLOBECOM'98, pages 3716-3721, Sydney, Australia, November 1998.
17. G. Samorodnitsky and M. S. Taqqu. Stable Non-Gaussian Random Processes. Chapman and Hall, 1994.
18. V. Teverovsky and M. S. Taqqu. Testing for long-range dependence in the presence of shifting means or a slowly declining trend using a variance-type estimator. Journal of Time Series Analysis, 18:279-304, 1997. (Pubitemid 127462311)
19. Darryl Veitch and Patrice Abry. A statistical test for the time constancy of scaling exponents. submitted to IEEE Trans. on Info. Theory, 1998
20. Darryl Veitch and Patrice Abry. Estimation conjointe en ondelettes des paramètres du phénomène de dépendance longue. In Proc. 16ième Colloque GRETSI, pp. 1451-1454, Grenoble, France, 1997.
21. Darryl Veitch and Patrice Abry. A wavelet based joint estimator of the parameters of long-range dependence. submitted IEEE Tran. on Info. Theory, 1998.