Self‐Similar Network Traffic: An Overview

K Park, W Willinger - Self‐Similar Network Traffic and …, 2000 - Wiley Online Library
Since the seminal study of Leland, Taqqu, Willinger, and Wilson, which set the groundwork
for considering self‐similarity an important notion in the understanding of network traffic …

[PDF][PDF] Self-similar network traffic and performance evaluation

K Park, W Willinger - 2000 - academia.edu
The recent discovery of scaling phenomena in modern communication networks involving
self-similarity or fractals and power-law or heavy-tailed distributions is yet another realization …

Self-similarity in high-speed packet traffic: analysis and modeling of Ethernet traffic measurements

W Willinger, MS Taqqu, WE Leland, DV Wilson - Statistical science, 1995 - JSTOR
Traffic modeling of today's communication networks is a prime example of the role statistical
inference methods for stochastic processes play in such classical areas of applied …

Effect of traffic self-similarity on network performance

K Park, G Kim, ME Crovella - Performance and Control of …, 1997 - spiedigitallibrary.org
Recent measurements of network traffic have shown that self-similarity is an ubiquitous
phenomenon present in both local area and wide area traffic traces. In previous work, we …

Self-similarity through high-variability: statistical analysis of Ethernet LAN traffic at the source level

W Willinger, MS Taqqu, R Sherman… - ACM SIGCOMM Computer …, 1995 - dl.acm.org
A number of recent empirical studies of traffic measurements from a variety of working
packet networks have convincingly demonstrated that actual network traffic is self-similar or …

Use of α-stable self-similar stochastic processes for modeling traffic in broadband networks

JR Gallardo, D Makrakis, L Orozco-Barbosa - Performance Evaluation, 2000 - Elsevier
In this article, we propose a new model for aggregate network traffic. This model, besides
reflecting self-similarity and long-range dependence, is able to capture the appropriate level …

Proof of a fundamental result in self-similar traffic modeling

MS Taqqu, W Willinger, R Sherman - ACM SIGCOMM Computer …, 1997 - dl.acm.org
We state and prove the following key mathematical result in self-similar traffic modeling: the
superposition of many ON/OFF sources (also known as packet trains) with strictly alternating …

On the relevance of long-range dependence in network traffic

M Grossglauser, JC Bolot - IEEE/ACM transactions on …, 1999 - ieeexplore.ieee.org
There is much experimental evidence that network traffic processes exhibit ubiquitous
properties of self-similarity and long-range dependence, ie, of correlations over a wide …

[图书][B] Stochastic Networks Theory and Applications

FP Kelly, S Zachary, I Ziedins - 1996 - academic.oup.com
The theory of stochastic networks is an important and rapidly developing research area,
driven in part by industrial applications in the design and control of modern communications …

Self-similarity through high-variability: statistical analysis of Ethernet LAN traffic at the source level

W Willinger, MS Taqqu, R Sherman… - … /ACM Transactions on …, 1997 - ieeexplore.ieee.org
A number of empirical studies of traffic measurements from a variety of working packet
networks have demonstrated that actual network traffic is self-similar or long-range …