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Abstract: We present a new method to estimate the Hurst parameter of the increment process in network traffic -- a process that is assumed to be self-similar. The confidence intervals and biasedness are obtained for the estimates using the new method. This new method is then applied to pseudo-random data and to real traffic data. We compare the performance of the new method to that of the widely-used wavelet method, and demonstrate that the former is much faster and produces much smaller confidence... (Update)
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0.2: Proceedings of the 28th Annual IEEE Conference on Local Computer.. - The (2003) (Correct)
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BibTeX entry: (Update)
@misc{ to-proceedings,
author = "Novel Approach To",
title = "Proceedings of IEEE Conference on Local Computer Networks, Tampa, Florida,
November 2002",
url = "citeseer.ist.psu.edu/699155.html" }
Citations (may not include all citations):692 the Self-Similar Nature of Ethernet Traffic - Leland, Taqqu et al. - 1994
610 WideArea Traffic: The Failure of Poisson Modeling - Paxson, Floyd - 1995
508 The Fractal Geometry of Nature (context) - Mandelbrot - 1983
304 Statistics for Long-Memory Processes (context) - Beran - 1994
104 Wavelet Analysis of Long-Range Dependent Traffic - Abry, Veitch - 1998
101 the Relevance of Long-Range Dependence in Network Traffic - Grossglauser, Bolot - 1996
92 Estimators for Long-range Dependence: An Empirical Study Fra.. - Taqqu, Teverovsky et al. - 1995
56 The Statistical Analysis of Time Series (context) - Anderson - 1958
45 the Effect of Traffic Self-Similarity on Network Performance - Park, Kim et al. - 1997
31 Fast Approximation of SelfSimilar Network Traffic - Paxson - 1995
18 Mosaic Organization of DNA Nucleotides (context) - Peng, Buldyrev et al. - 1994
17 Estimation and Information in Stationary Time Series Arkiv f.. (context) - Whittle - 1953
16 the Relationship Between File Sizes (context) - Park, Kim et al. - 1996
5 Asymptotic Distribution of the Sample Mean (context) - Hosking - 1996
2 A Novel Approach to the Estimation of the Long-Range Depende.. - Kettani - 2002
1 Self-Similar Network Traffic: An Overview Self-Similar Netwo.. (context) - Park, Willinger - 2000
1 A Case for Exploiting Self-Similarity of Internet Traffic in.. (context) - He, Gao et al. - 2002
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