A survey of performance evaluation and control for self. Advanced models and algorithms for selfsimilar ip network traffic simulation and performance analysis. The paper examines selfsimilar or fractal properties of real communication network traffic data over a wide range of time scales. Recent network traffic studies argue that network arrival processes are much more faithfully modeled using statistically selfsimilar processes instead of. Self similar network traffic analysis and performance evaluation. Similar network traffic and performance evaluation wiley. Self similar network traffic analysis and performance. The impact of selfsimilar models on queuing performance is significant and the. Selfsimilar network traffic and performance evaluation, wiley, 2000, chapter 20, pp. Pdf modeling and simulation of selfsimilar traffic in wireless ip. Pdf on the use of selfsimilar processes in network simulation. One of the most important methods of modelling self similar traffic is pseudo selfsimilar processes.
One of the most important methods of modelling selfsimilar traffic is pseudo selfsimilar processes. Readers will gain a better understanding of these networks through a broad introduction to the topic, as well as suggestions for future research. Performance improvements on selfsimilar traffic using. Abry and others published self similar network traffic analysis and performance evaluation find, read and cite all the research you need on researchgate. Selfsimilar network traffic and performance evaluation guide books.
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. New york chichester weinheim brisbane singapore toronto. Local area networks and selfsimilar traffic springerlink. Advanced models and algorithms for selfsimilar ip network.
Various researchers have reported traffic measurements that demonstrate considerable burstiness on a. Selfsimilar network traffic and performance evaluation. Preface the recent discovery of scaling phenomena in modern communication networks involving selfsimilarity or fractals and powerlaw or. Selfsimilar network traffic and performance evaluation 2000 new. 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. Parameter estimations in a model imitating a network. A collection of work from top researchers in the field, this book covers all aspects of selfsimilar network traffic. 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. 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. Summary since the seminal study of leland, taqqu, willinger, and wilson, which set the groundwork for considering self. Evaluation and control of selfsimilar network traffic.