Long-range dependence in a changing Internet traffic mix

Computer Networks

Volumn 48, Issue 3, 2005, Pages 401-422

  Park, Cheolwoo ^a   Hernández Campos, Félix ^b   Marron, J S ^c   Smith, F Donelson ^b  

^a Statistical and Applied Mathematical Sciences Institute USA   (United States)

^b UNIVERSITY OF NORTH CAROLINA   (United States)

^c University of North Carolina at Chapel Hill   (United States)

Author keywords

Internet traffic; Long range dependence; Statistical methods

Indexed keywords

GAUSSIAN NOISE (ELECTRONIC); NETWORK PROTOCOLS; PACKET NETWORKS; STATISTICAL METHODS; TELECOMMUNICATION LINKS; TELECOMMUNICATION TRAFFIC; TIME SERIES ANALYSIS;

INTERNET SERVICE PROVIDERS (ISP); INTERNET TRAFFIC; LONG RANGE DEPENDENCE; UDP;

INTERNET;

EID: 17644386850     PISSN: 13891286     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.comnet.2004.11.018     Document Type: Article

References (31)

1. W.E. Leland, M.S. Taqqu, W. Willinger, and D.V. Wilson On the self-similar nature of Ethernet traffic IEEE/ACM Transactions on Networking 2 1 1994 1 15
2. V. Paxson, and S. Floyd Wide area traffic: the failure of Poisson modeling IEEE/ACM Transactions on Networking 3 3 1995 226 244
3. Internet Traces at NLANR, Avaible from 〈http://pma.nlanr.net/〉
4. P. Abry, and D. Veitch Wavelet analysis of long-range dependent traffic IEEE Transactions on Information Theory 44 1 1998 2 15
5. P. Chaudhuri, and J.S. Marron SiZer for exploration of structures in curves Journal of the American Statistical Association 94 1999 807 823
6. C. Park, J.S. Marron, and V. Rondonotti Dependent SiZer: goodness of fit tests for time series models Journal of Applied Statistics 31 2004 999 1017
7. M. Crovella, and A. Bestavros Self-similarity in World Wide Web traffic: evidence and possible causes IEEE/ACM Transactions on Networking 5 1997 835 846
8. K. Park, G. Kim, M. Crovella, On the relationship between file sizes, transport protocols, and self-similar network traffic, in: Proceedings of IEEE International Conference on Network Protocols 1996, pp. 171-180
9. 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 5 1 1997 71 86
10. A. Erramilli, O. Narayan, and W. Willinger Experimental queueing analysis with long-range dependent packet traffic IEEE/ACM Transactions on Networking 4 2 1996 209 223
11. M. Grossglauser, and J.-C. Bolot On the relevance of long-range dependence in network traffic ACM SIGCOMM Computer Communication Review 26 4 1996 15 24
12. K. Park, G. Kim, M.E. Crovella, On the effect of traffic self-similarity on network performance, in: Proceedings of SPIE International Conference on Performance and Control of Network Systems 1997, pp. 296-310
13. A. Feldmann, A.C. Gilbert, W. Willinger, Data networks as cascades: investigating the multifractal nature of Internet WAN traffic, in: Proceedings of ACM SIGCOMM 1998, pp. 25-38
14. K. Park W. Willinger Self-Similar Network Traffic and Performance Evaluation 2000 Wiley Interscience New York
15. A. Feldmann, A.C. Gilbert, P. Huang, W. Willinger, Dynamics of IP traffic: a study of the role of variability and the impact of control, in: Proceedings of ACM SIGCOMM 1999, pp. 301-313
16. Z.-L. Zhang, V. Ribeiro, S. Moon, C. Diot, Small-Time scaling behaviors of Internet backbone traffic: an empirical study, in: Proceedings of IEEE Infocom 2003, pp. 1826-1836
17. J. Cao, W.S. Cleveland, D. Lin, D.X. Sun, On the nonstationarity of Internet traffic, in: Proceedings of ACM SIGMETRICS 2001, pp. 102-112
18. J. Cao, W.S. Cleveland, D. Lin, D.X. Sun, The effect of statistical multiplexing on Internet packet traffic: theory and empirical study, Bell Labs Technical Report, 2001
19. J. Cao, W. Cleveland, D. Lin, and D. Sun Internet traffic tends toward Poisson and independent as the load increases C. Holmes D. Denison M. Hansen B. Yu B. Mallick Nonlinear Estimation and Classification 2002 Springer New York
20. T. Karagiannis, M. Molle, M. Faloutsos, A. Broido, A Nonstationary Poisson View of Internet Traffic, in: Proceedings of IEEE Infocom 2004, pp. 1558-1569
21. C. Park, F. Hernandez Campos, L. Le, J.S. Marron, J. Park, V. Pipiras, F.D. Smith, R.L. Smith, M. Trovero, Z. Zhu, Long range dependence analysis of Internet traffic, submitted
22. D. Veitch, P. Abry, Code for the estimation of Scaling Exponents, Available from 〈http://www.cubinlab.ee.mu.oz.au/~darryl/secondorder_code. html〉
23. D. Veitch, P. Abry, and M. Taqqu On the automatic selection of the onset of scaling Fractals 11 2003 377 390
24. P. Abry, P. Flandrin, M.S. Taqqu, and D. Veitch Self-similarity and long-range dependence through the wavelet lens P. Doukhan G. Oppenheim M.S. Taqqu Long-range Dependence: Theory and Applications 2000 Birkhauser Boston
25. D. Veitch, and P. Abry A wavelet based joint estimator for the parameters of LRD IEEE Transactions on Information Theory 45 3 1999 878 897
26. J. Fan, and I. Gijbels Local Polynomial Modelling and Its Applications 1996 Chapman & Hall London
27. M.C. Jones, J.S. Marron, and S.J. Sheather A brief survey of bandwidth selection for density estimation Journal of the American Statistical Association 91 1996 401 407
28. J.S. Marron, A personal view of smoothing and statistics, in: W. Härdle, M. Schimek (Eds.), Statistical Theory and Computational Aspects of Smoothing, 1996, pp. 1-9 (with discussion, and rejoinder 103-112)
29. V. Jacobson Congestion avoidance and control ACM SIGCOMM Computer Communication Review 18 4 1988 314 329
30. Blubster Music Network. Available from 〈http://www.blubster. com〉
31. Internet Assigned Numbers Authority. Available from 〈http://www. iana.org/assignments/port-numbers〉