Request pdf self similar network traffic analysis and performance evaluation the presence of scaling behavior in telecommunications traffic is striking not only in its ubiquity, appearing in. The paper examines selfsimilar or fractal properties of real communication network traffic data over a wide range of time scales. The impact of selfsimilar models on queuing performance is significant and the. Parameter estimations in a model imitating a network. Self similar network traffic analysis and performance.
Preface the recent discovery of scaling phenomena in modern communication networks involving selfsimilarity or fractals and powerlaw or heavytailed distributions is yet another realization of benoit mandelbrots vision of order in physical, social, and. A survey of performance evaluation and control for selfsimilar network traffic abstract this paper surveys techniques for the recognition and treatment of selfsimilar network or internetwork traffic. Still in its infancy, is the problem of controlling self. Recent network traffic studies argue that network arrival processes are much more faithfully modeled using statistically selfsimilar processes instead of. Although the existence of selfsimilarity in network traffic has been widely recognized, there is considerable debate on the impact of selfsimilarity on traffic engineering and network performance. One of the most important methods of modelling self similar traffic is pseudo selfsimilar processes. Abry and others published self similar network traffic analysis and performance evaluation find, read and cite all the research you need on researchgate. A collection of work from top researchers in the field, this book covers all aspects of selfsimilar network traffic. Advanced models and algorithms for selfsimilar ip network traffic simulation and performance analysis. Summary since the seminal study of leland, taqqu, willinger, and wilson, which set the groundwork for considering self. Selfsimilar network traffic and performance evaluation 2000 new. Advanced models and algorithms for selfsimilar ip network. Pdf on the use of selfsimilar processes in network simulation. Readers will gain a better understanding of these networks through a broad introduction to the topic, as well as suggestions for future research.
One of the most important methods of modelling selfsimilar traffic is pseudo selfsimilar processes. Performance improvements on selfsimilar traffic using. Selfsimilar network traffic and performance evaluation. Similar network traffic and performance evaluation wiley. Evaluation and control of selfsimilar network traffic. Various researchers have reported traffic measurements that demonstrate considerable burstiness on a. Local area networks and selfsimilar traffic springerlink. Because of this, the rise of selfsimilar processes for network traf.
A survey of performance evaluation and control for self. Pdf modeling and simulation of selfsimilar traffic in wireless ip. Selfsimilar network traffic and performance evaluation, wiley, 2000, chapter 20, pp. Selfsimilar network traffic and performance evaluation guide books. Preface the recent discovery of scaling phenomena in modern communication networks involving selfsimilarity or fractals and powerlaw or. Self similar network traffic analysis and performance evaluation.