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Abstract: Several recent studies indicate that (i) dependent packet arrivals can have a significant impact on buffer-overflow probabilities and delay characteristics at a network multiplexor, with long-range dependence showing a larger impact than short-range dependence, and (ii) that traffic in several different campus-level network environments appears to be long-range dependent. These two related issues are beginning to make a significant impact on traffic theory and network resource management. The... (Update)
Context of citations to this paper: More
...flow lifetime ) One of these is the two state Markov process used widely in the literature. Recent studies ( LTWW94, DMRW94, PF94, KM94, GW94, BSTW95] have shown that network traffic often exhibits long range dependence (lrd) with the implications that congested periods...
...structure that is characterized by an exponential decay. A recent analysis of traffic measurements of Ethernet LAN traffic [20] and NSFNET [21], has suggested that the auto correlation decays to zero at a slower rate than exponential. This slow decay in correlation has been...
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BibTeX entry: (Update)
Klivansky S., A. Mukherjee and C. Song, "On long-range dependence in NSFNET traffic," College of Computing Tech Report GIT-CC-94-61, Georgia Institute of Technology, December 1994. http://citeseer.ist.psu.edu/klivansky94longrange.html More
@techreport{ klivanskylongrange,
author = "Steven M. Klivansky and Amarnath Mukherjee and Cheng Song",
title = "On Long-Range Dependence in {NSFNET} Traffic",
number = "GIT-CC-94-61",
url = "citeseer.ist.psu.edu/klivansky94longrange.html" }
Citations (may not include all citations):692 the self-similar nature of Ethernet traffic - Leland, Willinger et al. - 1994
610 Wide-area traffic: the failure of poisson Modeling - Paxon, Floyd - 1994
517 The Art of Computer System Performance Analysis (context) - Jain - 1991
283 Stochastic theory of a data-handling system with multiple so.. (context) - Anick, Mitra et al. - 1982
173 Analysis, modeling and generation of self-similar VBR video .. - Garrett, Willinger - 1994
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74 Long-term storage capacity of reservoirs (context) - Hurst - 1951
58 Statistical methods for data with long-range dependence (context) - Beran - 1992
55 Contributions toward real-time services on packet switched n.. (context) - Garrett - 1993
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38 Application of sampling methodologies to network traffic cha.. - Claffy, Braun et al. - 1993
36 Local area network traffic characteristics, with implication.. - Fowler, Leland - 1991
35 On resource management and QoS guarantees for long-range dep.. - Adas, Mukherjee - 1995
34 Computer experiments with fractional gaussian noises (context) - Mandelbrot, Wallis - 1969
31 Experimental queuing analysis with long-range dependent traf.. (context) - Erramilli, Narayan et al. - 1994
26 Efficient parameter estimation for self-similar processes (context) - Dahlhaus - 1989
25 Some long-run properties of geophysical records (context) - Mandelbrot, Wallis - 1969
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20 Internet protocol traffic analysis with applications for ATM.. (context) - Schmidt, Campbell - 1993
13 Traffic Modeling for High-Speed Networks: Theory versus Prac.. (context) - Willinger - 1994
9 tcplib: A library of TCP/IP traffic characteristics (context) - Danzig, Jamin - 1991
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9 Oscillations and chaos in a flow model of a switching system (context) - Erramilli, Forys - 1991
5 Statistical Sciences (context) - package - 1991
5 Tracking long-term growth of the NSFNET backbone (context) - Claffy, Braun et al. - 1993
4 data available on nis (context) - Services
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3 On methods and models for Bayesian time series analysis (context) - Carlin, Dempster et al. - 1985
2 COMDISCO Systems Inc (context) - simulation - 1992
2 Empirically-derived analytical models of wide-area TCP conne.. (context) - Paxon - 1994
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