{
"item_title" : "Internet Teletraffic Modeling and Estimation",
"item_author" : [" Alexandre Barbosa de Lima", "Jose Roberto de Almeida Amazonas "],
"item_description" : "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.",
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Internet Teletraffic Modeling and Estimation
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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.
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Details
- ISBN-13: 9788770045148
- ISBN-10: 8770045143
- Publisher: River Publishers
- Publish Date: October 2024
- Page Count: 186
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