Internet Teletraffic Modeling and Estimation

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 mode...

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Bibliographic Details
Main Authors: Lima, Alexandre Barbosa de, Amazonas, Jose Roberto de Almeida
Format: eBook
Language:English
Published: River Publishers 01.09.2022
Series:River Publishers Series in Information Science and Technology
ISBN:8792982107, 9788792982100
Online Access:Get full text
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Summary: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.
ISBN:8792982107
9788792982100