The sign tale of hurst parameter: a revisit

Network traffic measurement studies have shown the presence of self similar behavior in both local area and wide area traffic traces. In this study we investigated the magnitude of the self similarity behavior of network traffic and its Hurst measurement, H. Our study has revealed several characteri...

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Main Authors: Salleh, Mazleena, Bakar, Ahmad Zaki Abu
Format: Book Section
Language:English
Published: Institute of Electrical and Electronics Engineering (IEEE) 2007
Subjects:
Online Access:http://eprints.utm.my/9641/1/MazleenaSalleh2007_TheSignTaleOfHurst.pdf
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author Salleh, Mazleena
Bakar, Ahmad Zaki Abu
author_facet Salleh, Mazleena
Bakar, Ahmad Zaki Abu
author_sort Salleh, Mazleena
collection ePrints
description Network traffic measurement studies have shown the presence of self similar behavior in both local area and wide area traffic traces. In this study we investigated the magnitude of the self similarity behavior of network traffic and its Hurst measurement, H. Our study has revealed several characteristics of H based on the network traffic changes. From the finding, H can be used as traffic load indicated only if the sampling size is large. On the other hand for a smaller sampling size, H can be used to indicate the change in traffic pattern. However network traffic does not always exhibit self similarity property. Activities such as peer-to-peer can steer the traffic to lose this property.
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spelling utm.eprints-96412017-08-15T01:35:57Z http://eprints.utm.my/9641/ The sign tale of hurst parameter: a revisit Salleh, Mazleena Bakar, Ahmad Zaki Abu QA75 Electronic computers. Computer science Network traffic measurement studies have shown the presence of self similar behavior in both local area and wide area traffic traces. In this study we investigated the magnitude of the self similarity behavior of network traffic and its Hurst measurement, H. Our study has revealed several characteristics of H based on the network traffic changes. From the finding, H can be used as traffic load indicated only if the sampling size is large. On the other hand for a smaller sampling size, H can be used to indicate the change in traffic pattern. However network traffic does not always exhibit self similarity property. Activities such as peer-to-peer can steer the traffic to lose this property. Institute of Electrical and Electronics Engineering (IEEE) 2007-11 Book Section PeerReviewed application/pdf en http://eprints.utm.my/9641/1/MazleenaSalleh2007_TheSignTaleOfHurst.pdf Salleh, Mazleena and Bakar, Ahmad Zaki Abu (2007) The sign tale of hurst parameter: a revisit. In: International Conference on Convergence Information Technology 2007. Institute of Electrical and Electronics Engineering (IEEE), pp. 2169-2174. ISBN 0-7695-3038-9 http://dx.doi.org/10.1109/ICCIT.2007.207 doi : 10.1109/ICCIT.2007.207
spellingShingle QA75 Electronic computers. Computer science
Salleh, Mazleena
Bakar, Ahmad Zaki Abu
The sign tale of hurst parameter: a revisit
title The sign tale of hurst parameter: a revisit
title_full The sign tale of hurst parameter: a revisit
title_fullStr The sign tale of hurst parameter: a revisit
title_full_unstemmed The sign tale of hurst parameter: a revisit
title_short The sign tale of hurst parameter: a revisit
title_sort sign tale of hurst parameter a revisit
topic QA75 Electronic computers. Computer science
url http://eprints.utm.my/9641/1/MazleenaSalleh2007_TheSignTaleOfHurst.pdf
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