| Presentation | 2002/11/14 Non-parametric effective-bandwidth estimators using extreme value analysis Shigeo SHIODA, Daisuke ISHII, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The notion of effective bandwidth provides an elegant and powerful mathematical basis for the provision of QoS-guaranteed services over IP networks. In this paper, we propose non-parametric estimators of effective bandwidth for superposition of sources in IP networks. Our estimators work based on knowledge of the mean amount of traffic from sources and that of the tail probability of workload in the buffer where the sources are multiplexed. We use the extreme value analysis to estimate the tail probability of workload in the buffer from simple buffer measurement. We provide numerical results to show that our proposed estimators are more accurate than estimators that rely only on the first and second moments of the amount of traffic from sources. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | IP networks / quality of service / bandwidth design / effective bandwidth / queue / extreme value theory |
| Paper # | CQ 2002-106 |
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| Conference Information | |
| Committee | CQ |
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| Conference Date | 2002/11/14(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Communication Quality (CQ) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Non-parametric effective-bandwidth estimators using extreme value analysis |
| Sub Title (in English) | |
| Keyword(1) | IP networks |
| Keyword(2) | quality of service |
| Keyword(3) | bandwidth design |
| Keyword(4) | effective bandwidth |
| Keyword(5) | queue |
| Keyword(6) | extreme value theory |
| 1st Author's Name | Shigeo SHIODA |
| 1st Author's Affiliation | Urban Environment Systems, Faculty of Engineering, Chiba University() |
| 2nd Author's Name | Daisuke ISHII |
| 2nd Author's Affiliation | Urban Environment Systems, Faculty of Engineering, Chiba University |
| Date | 2002/11/14 |
| Paper # | CQ 2002-106 |
| Volume (vol) | vol.102 |
| Number (no) | 460 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |