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Internet Teletraffic Modeling and Estimation

Internet Teletraffic Modeling and Estimation

Hardcover

Technology & EngineeringGeneral ComputersGeneral Science

ISBN10: 8792982107
ISBN13: 9788792982100
Publisher: River Publishers
Published: Jan 31 2013
Pages: 186
Weight: 0.97
Height: 0.50 Width: 6.14 Depth: 9.21
Language: English
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. Content: Introduction, The Fractal Nature of Network Traffic, Modeling of Long- Range Dependent Teletraffic, State-Space Modeling, Modeling of Internet Traffic

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