| Presentation | 2003/1/30 Performance Approximation of Long-Range Dependent Traffic Using Relevant Time Scales Yusheng JI, Takayuki FUJINO, Shunji ABE, Weiping ZHAO, Jun MATSUKATA, Shoichiro ASANO, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | It is well known that long-range dependence or so-called self-similarity is widely observed in internet traffic. In this study, we discuss on the influence of long-range dependence in queueing performance by using our observed traffic data from the Science Information Network (SINET). Although Fractional Brownian Motion (FBM) model was proposed in the literature to deal with such fractal traffic characteristics, it is only efficient for approximating the performance of strict second order self-similar traffic. Here we propose a method for approximation of the performance of traffic with general long-range dependence by applying the notation of relevant time scales. Simulation results from real traffic data are used for the verification of our method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Long-Range Dependence / Self-Similarity / Relevant Time Scale / FBM / Internet Traffic |
| Paper # | IN2002-185,IA2002-41 |
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| Conference Information | |
| Committee | IA |
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| Conference Date | 2003/1/30(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Internet Architecture(IA) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Performance Approximation of Long-Range Dependent Traffic Using Relevant Time Scales |
| Sub Title (in English) | |
| Keyword(1) | Long-Range Dependence |
| Keyword(2) | Self-Similarity |
| Keyword(3) | Relevant Time Scale |
| Keyword(4) | FBM |
| Keyword(5) | Internet Traffic |
| 1st Author's Name | Yusheng JI |
| 1st Author's Affiliation | National Institute of Informatics() |
| 2nd Author's Name | Takayuki FUJINO |
| 2nd Author's Affiliation | National Institute of Informatics |
| 3rd Author's Name | Shunji ABE |
| 3rd Author's Affiliation | National Institute of Informatics |
| 4th Author's Name | Weiping ZHAO |
| 4th Author's Affiliation | National Institute of Informatics |
| 5th Author's Name | Jun MATSUKATA |
| 5th Author's Affiliation | National Institute of Informatics |
| 6th Author's Name | Shoichiro ASANO |
| 6th Author's Affiliation | National Institute of Informatics |
| Date | 2003/1/30 |
| Paper # | IN2002-185,IA2002-41 |
| Volume (vol) | vol.102 |
| Number (no) | 635 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |