Internet Teletraffic Modeling and Estimation

By Alexandre Barbosa De Lima and Jose Roberto De Almeida Amazonas

Book Overview

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.

• Format: Paperback
• Language: English
• ISBN: 8770045143
• ISBN13: 9788770045148
• Release Date: October 2024
• Publisher: River Publishers
• Length: 186 Pages