Multiresolution Analysis for Effective Dynamic Bandwidth Management : Using Wavelets and Traffic Prediction to Meet Quality of Service Needs of Network Applications

Language: English

Published by LAP LAMBERT Academic Publishing, 2009

3838314905 / 9783838314907

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nach der Bestellung gedruckt Neuware - Printed after ordering - In recent years, growing processing power and bandwidth have stimulated a new breed of network applications requiring the development of more sophisticated traffic management algorithms to meet their stringent QoS needs. One of the main obstacles to improving QoS is congestion at network nodes. It is believe that bandwidth prediction is a key component to reducing congestion and thereby the improvement of QoS. This work proposes an effective bandwidth management approach based on the discrete wavelet transform (DWT). The approach hinges on the results of recent studies showing that while network traffic consists of both long- and short-term dependence, its wavelet coefficients are short-term dependent only. The DWT decomposes the traffic into a low-frequency component and high frequency components. The low- frequency component of the traffic, are significant for long-term traffic behavior and, hence, for bandwidth allocation. The high-frequency components are significant in the short-term behavior of the traffic and, hence, for buffer-allocation.…

Seller Inventory # 9783838314907

Title
Multiresolution Analysis for Effective Dynamic Bandwidth Management : Using Wavelets and Traffic Prediction to Meet Quality of Service Needs of Network Applications
Author
Claude Turner
Publisher
LAP LAMBERT Academic Publishing
Publication year
2009
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3838314905
ISBN 13
9783838314907
Item weight
191 grams
Dimensions
220x150x8 mm

AHA-BUCH GmbH

Einbeck, Germany

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