Description

Book Synopsis
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.

Table of Contents
Internet Teletraffic Modeling and Estimation

Internet Teletraffic Modeling and Estimation

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    A Hardback by Alexandre Barbosa de Lima, Jose Roberto de Almeida Amazonas

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      Book details

      Publisher River Publishers
      Published 13 March 2013
      ISBN-13 9788792982100
      978-8792982100
      ISBN-10 8792982107
      Also in:
      Computer science Digital and IT general topics Environmental science, engineering and technology

      Description

      Book Synopsis
      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.

      Table of Contents
      Internet Teletraffic Modeling and Estimation

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