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...
| Main Authors: | , |
|---|---|
| Format: | Book Section |
| Sprog: | English |
| Udgivet: |
Institute of Electrical and Electronics Engineering (IEEE)
2007
|
| Fag: | |
| Online adgang: | http://eprints.utm.my/9641/1/MazleenaSalleh2007_TheSignTaleOfHurst.pdf |
| _version_ | 1825910351681552384 |
|---|---|
| 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. |
| first_indexed | 2024-03-05T18:15:47Z |
| format | Book Section |
| id | utm.eprints-9641 |
| institution | Universiti Teknologi Malaysia - ePrints |
| language | English |
| last_indexed | 2024-03-05T18:15:47Z |
| publishDate | 2007 |
| publisher | Institute of Electrical and Electronics Engineering (IEEE) |
| record_format | dspace |
| 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 |
| work_keys_str_mv | AT sallehmazleena thesigntaleofhurstparameterarevisit AT bakarahmadzakiabu thesigntaleofhurstparameterarevisit AT sallehmazleena signtaleofhurstparameterarevisit AT bakarahmadzakiabu signtaleofhurstparameterarevisit |