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The sign tale of hurst parameter : a revisit

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.

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Abstract

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.

Item Type:Conference or Workshop Item (Paper)
Uncontrolled Keywords:hurst, parameter
Subjects:Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions:Computer Science and Information System (Formerly known)
ID Code:8787
Deposited By: Kamariah Mohamed Jong
Deposited On:07 May 2012 07:53
Last Modified:18 Sep 2017 07:36

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