Internet Teletraffic Modeling and Estimation
Book Details
Format
Paperback / Softback
ISBN-10
8770045143
ISBN-13
9788770045148
Publisher
River Publishers
Imprint
River Publishers
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Oct 21st, 2024
Print length
186 Pages
Weight
453 grams
Ksh 8,450.00
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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.
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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