Multiresolution Analysis for Effective Dynamic Bandwidth Management | Using Wavelets and Traffic Prediction to Meet Quality of Service Needs of Network Applications
Claude Turner
ISBN 10: 3838314905 ISBN 13: 9783838314907
Published by LAP LAMBERT Academic Publishing, 2009
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Multiresolution Analysis for Effective Dynamic Bandwidth Management | Using Wavelets and Traffic Prediction to Meet Quality of Service Needs of Network Applications | Claude Turner | Taschenbuch | 116 S. | Englisch | 2009 | LAP LAMBERT Academic Publishing | EAN 9783838314907 | Verantwortliche Person für die EU: BoD - Books on Demand, In de Tarpen 42, 22848 Norderstedt, info[at]bod[dot]de | Anbieter: preigu. Seller Inventory # 101444783
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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.
About the Author: Claude Turner is an Assistant Professor with the Dept. of Computer Science at Bowie State University in Maryland. He earned his Doctoral degree in Electrical Engineering from the Graduate Center of the City University of New York. His research interests include Bandwidth Management, Network Engineering, and Computer Security.
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Title: Multiresolution Analysis for Effective ...
Publisher: LAP LAMBERT Academic Publishing
Publication Date: 2009
Binding: Taschenbuch
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Multiresolution Analysis for Effective Dynamic Bandwidth Management
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Multiresolution Analysis for Effective Dynamic Bandwidth Management
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LAP LAMBERT Academic Publishing Sep 2009, 2009
ISBN 10: 3838314905
ISBN 13: 9783838314907
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 116 pp. Englisch. Seller Inventory # 9783838314907
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Multiresolution Analysis for Effective Dynamic Bandwidth Management : Using Wavelets and Traffic Prediction to Meet Quality of Service Needs of Network Applications
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LAP LAMBERT Academic Publishing, 2009
ISBN 10: 3838314905
ISBN 13: 9783838314907
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Taschenbuch. Condition: Neu. 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
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Multiresolution Analysis for Effective Dynamic Bandwidth Management
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Taschenbuch. Condition: Neu. Neuware -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.Books on Demand GmbH, Überseering 33, 22297 Hamburg 116 pp. Englisch. Seller Inventory # 9783838314907
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Multiresolution Analysis for Effective Dynamic Bandwidth Management: Using Wavelets and Traffic Prediction to Meet Quality of Service Needs of Network Applications
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