A fractal modeling for network traffic
This paper describes fractal modeling with application to broadcast traffic of a switch-based LAN. The traffic is represented by two variables, packet inter-arrival time and packet size. The series of these two variables is normalized separately and considered as a number of random points in 2-dimen...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
ieee
2000
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| Subjects: | |
| Online Access: | http://eprints.utm.my/id/eprint/2330/1/Nor2000__FractalModelingForNetworkTraffic.pdf http://eprints.utm.my/id/eprint/2330/ |
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| Summary: | This paper describes fractal modeling with application to broadcast traffic of a switch-based LAN. The traffic is represented by two variables, packet inter-arrival time and packet size. The series of these two variables is normalized separately and considered as a number of random points in 2-dimensional space. In the study, fractal behavior of the traffic is considered to be caused by high variability of the packet inter-arrival time. Hence measuring variability of inter-arrival time is a necessity for fractal analysis. This analysis is done using long-range dependence (LRD) of variance measurement. The work compares LRD properties between real broadcast traffic and the synthetic one. The real traffic is captured from switch-based LAN, while the synthetic one is generated using iterated function system (IFS) method. |
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