Network traffic has fractal properties such as impulsiveness, selfsimilarity, and long-range dependence over several time scales, from milliseconds to minutes. These features have motivated the development of new traffic models and traffic control algorithms. This book presents a new statespace model for Internet traffic, which is based on a finite-dimensional representation of the Autoregressive Fractionally Integrated Moving Average (ARFIMA) random process. The modeling via Autoregressive (AR) processes is also investigated.
About the AuthorAlexandre Barbosa de Lima, Jose Roberto de Almeida Amazonas
Book InformationISBN 9788792982100
Author Alexandre Barbosa de LimaFormat Hardback
Page Count 186
Imprint River PublishersPublisher River Publishers
Weight(grams) 440g