Multiresolution Analysis for Effective Dynamic Bandwidth Management: Using Wavelets and Traffic Prediction to Meet Quality of Service Needs of Network Applications - Softcover
Inhaltsangabe
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.
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Über die Autorin bzw. den Autor
Claude Turner is an Assistant Professor with the Dept. ofComputer Science at Bowie State University in Maryland. He earnedhis Doctoral degree in Electrical Engineering from the GraduateCenter of the City University of New York. His research interestsinclude Bandwidth Management, Network Engineering, andComputer Security.
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Multiresolution Analysis for Effective Dynamic Bandwidth Management
Verlag:
LAP LAMBERT Academic Publishing Sep 2009, 2009
ISBN 10: 3838314905
ISBN 13: 9783838314907
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Taschenbuch. Zustand: 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. Bestandsnummer des Verkäufers 9783838314907
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Multiresolution Analysis for Effective Dynamic Bandwidth Management
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ISBN 10: 3838314905
ISBN 13: 9783838314907
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Zustand: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. 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 improvi. Bestandsnummer des Verkäufers 5412177
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Multiresolution Analysis for Effective Dynamic Bandwidth Management
Verlag:
LAP LAMBERT Academic Publishing Sep 2009, 2009
ISBN 10: 3838314905
ISBN 13: 9783838314907
Neu
Taschenbuch
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Taschenbuch. Zustand: Neu. This item is printed on demand - Print on Demand Titel. 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.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 116 pp. Englisch. Bestandsnummer des Verkäufers 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
Verlag:
LAP LAMBERT Academic Publishing, 2009
ISBN 10: 3838314905
ISBN 13: 9783838314907
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Taschenbuch. Zustand: 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. Bestandsnummer des Verkäufers 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
Verlag:
LAP LAMBERT Academic Publishing, 2009
ISBN 10: 3838314905
ISBN 13: 9783838314907
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Taschenbuch. Zustand: Neu. 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: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu. Bestandsnummer des Verkäufers 101444783
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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
Verlag:
LAP LAMBERT Academic Publishing, 2009
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ISBN 13: 9783838314907
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