On the log-normal distribution of network traffic

I Antoniou, VV Ivanov, VV Ivanov, PV Zrelov - Physica D: Nonlinear …, 2002 - Elsevier
A detailed analysis of traffic measurements shows that the aggregation of these
measurements forms a statistical distribution, which is approximated with high accuracy by …

[PDF][PDF] Strengths and limitations of the wavelet spectrum method in the analysis of internet traffic

S Stoev, M Taqqu, C Park, JS Marron - Preprint, 2004 - samsi.info
The fluctuations of Internet traffic possess an intricate structure which cannot be simply
explained by long-range dependence and self-similarity. In this work, we explore the use of …

Fractal traffic: measurements, modelling and performance evaluation

RG Addie, M Zukerman… - Proceedings of INFOCOM' …, 1995 - ieeexplore.ieee.org
Observations of both Ethernet traffic and variable bit rate (VBR) video traffic have
demonstrated that these traffics exhibit" self-similarity" and/or infinite asymptotic index of …

[PDF][PDF] A unified framework for understanding network traffic using independent wavelet models

X Tian, H Wu, C Ji - … . Twenty-First Annual Joint Conference of the …, 2002 - researchgate.net
Properties of heterogeneous network traffic have been investigated from different aspects,
resulting in different understanding. Specifically, one recent work discovers that the variance …

Cluster processes: a natural language for network traffic

N Hohn, D Veitch, P Abry - IEEE Transactions on Signal …, 2003 - ieeexplore.ieee.org
We introduce a new approach to the modeling of network traffic, consisting of a semi-
experimental methodology combining models with data and a class of point processes …

Measurement and modelling of self-similar traffic in computer networks

AJ Field, U Harder, PG Harrison - IEE Proceedings-Communications, 2004 - IET
Results are noted from the analysis of traffic measured over a departmental switched
Ethernet. Self-similar characteristics are seen throughout the network, for example, at the …

Is network traffic self-similar or multifractal?

MS Taqqu, V Teverovsky, W Willinger - Fractals, 1997 - World Scientific
This paper addresses the question of whether self-similar processes are sufficient to model
packet network traffic, or whether a broader class of multifractal processes is needed. By …

Wavelets for the analysis, estimation, and synthesis of scaling data

P Abry, P Flandrin, MS Taqqu… - Self‐similar network …, 2000 - Wiley Online Library
The presence of scaling behavior in telecommunications traffic is striking not only in its
ubiquity, appearing in almost every kind of packet data, but also in the wide range of scales …

Wavelet analysis of long-range-dependent traffic

P Abry, D Veitch - IEEE transactions on information theory, 1998 - ieeexplore.ieee.org
A wavelet-based tool for the analysis of long-range dependence and a related semi-
parametric estimator of the Hurst parameter is introduced. The estimator is shown to be …

Self-similar traffic generation and parameter estimation using wavelet transform

Z Fan, P Mars - GLOBECOM 97. IEEE Global …, 1997 - ieeexplore.ieee.org
Previous studies of real network traffic have shown that packet traffic exhibits fractal
properties such as self-similarity which are fundamentally different from features of …