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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| Format: | Conference or Workshop Item |
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2007
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| _version_ | 1825910253989920768 |
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| author | Salleh, Mazleena Abu Bakar, Ahmad Zaki |
| author_facet | Salleh, Mazleena Abu Bakar, Ahmad Zaki |
| 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 | 2024-03-05T18:14:21Z |
| format | Conference or Workshop Item |
| id | utm.eprints-8787 |
| institution | Universiti Teknologi Malaysia - ePrints |
| last_indexed | 2024-03-05T18:14:21Z |
| publishDate | 2007 |
| record_format | dspace |
| spelling | utm.eprints-87872017-09-18T07:36:58Z http://eprints.utm.my/8787/ The sign tale of hurst parameter : a revisit Salleh, Mazleena Abu Bakar, Ahmad Zaki 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. 2007 Conference or Workshop Item PeerReviewed Salleh, Mazleena and Abu Bakar, Ahmad Zaki (2007) The sign tale of hurst parameter : a revisit. In: Proceedings of International Conference on Convergence Information Technology, 2007, 2007, Korea. |
| spellingShingle | QA75 Electronic computers. Computer science Salleh, Mazleena Abu Bakar, Ahmad Zaki 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
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| title_sort | sign tale of hurst parameter a revisit |
| topic | QA75 Electronic computers. Computer science |
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