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Abstract: The last decade has been a very fruitful period in important discoveries in network traffic modeling, uncovering various scaling behaviors. Self-similarity, long-range dependence, multifractal behavior and finally cascades have been studied and convincingly matched to real traffic. The first purpose of this paper is to provide a methodology to go beyond the naive analysis of the second-order wavelet-based estimators of scaling, by performing non-stationarity checks and relying on the... (Update)
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BibTeX entry: (Update)
S. Uhlig, "Non-stationarity and high-order scaling in tcp flow arrivals: a methodological analysis," ACM Computer Communication Review, vol. 34, no. 2, pp. 9--24, 2004. http://citeseer.ist.psu.edu/uhlig04nonstationarity.html More
@misc{ uhlig04nonstationarity,
author = "S. Uhlig",
title = "Non-stationarity and high-order scaling in tcp flow arrivals: a methodological
analysis",
text = "S. Uhlig, Non-stationarity and high-order scaling in tcp flow arrivals:
a methodological analysis, ACM Computer Communication Review, vol. 34, no.
2, pp. 9--24, 2004.",
year = "2004",
url = "citeseer.ist.psu.edu/uhlig04nonstationarity.html" }
Citations (may not include all citations):692 the Self-similar Nature of Ethernet Traffic - Leland, Taqqu et al. - 1994
610 Wide-area traffic: the failure of Poisson modeling - Paxson, Floyd - 1995
579 Self-similarity in world wide web traffic evidence and possi.. - Crovella, Bestavros - 1996
161 Empirically-derived analytic models of wide-area tcp connect.. - Paxson - 1994
132 Data networks as cascades: Investigating the multifractal na.. - Feldmann, Gilbert et al. - 1998
123 Dynamics of IP traffic: A study of the role of variability a.. - Feldmann, Gilbert et al. - 1999
76 Proof of a fundamental result in self-similar traffic modeli.. - Taqqu, Willinger et al. - 1997
68 The changing nature of network traffic: scaling phenomena - Feldmann, Gilbert et al. - 1998
58 and self-similar network traffic (context) - Park, Kim et al. - 1996
50 Correlation structure of the discrete wavelet coefficients o.. (context) - Tewfik, Kim - 1992
42 Self-Similar Network Traffic and Performance Evaluation (context) - Park, Willinger - 2000
41 An improved multifractal formalism and self-similar measures - Riedi - 1995
33 Characteristics of TCP connection arrivals - Feldmann
31 the nonstationarity of Internet traffic - Cao, Cleveland et al. - 2001
25 Scaling analysis of conservative cascades (context) - Gilbert, Willinger et al. - 1999
[Article contains additional citations not shown here]
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