Multifractal Based Network Traffic Modeling

Name: Multifractal Based Network Traffic Modeling
SKU: 5811406
Price: 293.00 NZD
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$Multifractal Based Network Traffic Modeling on Hardback by Uday B. Desai$

$Multifractal Based Network Traffic Modeling on Hardback by Uday B. Desai$ Show Hide Adult Content

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Description

This text provides an overview of existing broadband traffic modelling based on the Poisson process and its variants like the MM1 models. It also provides coverage of models based on self-similar processes. Throughout the book, the authors have focused on the problem of broadband traffic modelling keeping in mind long range dependencies in broadband traffic. A new model is being proposed for modeling broadband traffic based on the theory of multiplicative cascade processes. This is referred to as the Variance Gaussian Multiplier (V.V.G.M) multiplicative cascade process. The proposed model incorporates variations of the multiplier distribution used to generate the process. Information theoretic principles are used to explain increased burstiness of network traffic. Kalman filter based techniques are developed for predicting traffic burstiness. The question of complexity of broadband traffic is also examined by defining a volatility parameter.

Release date NZ

December 31st, 2003

Author

Audiences

Postgraduate, Research & Scholarly
Professional & Vocational
Undergraduate

Illustrations

XXIV, 210 p.

Pages

210

Dimensions

155x235x14

ISBN-13

9781402075667

Product ID

5811406

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