| Presentation | 2005-07-15 A method of predicting VOD traffic using time series data for number of requests Hiroyuki Kimiyama, Shuichi Itoh, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | For cache system design in video-on-demand systems, it is effective to predict how many requests will occure in the future. We propose a method of predicting the number of requests. In this method, we represent the number of requests as a function of time by considering how users request video contents. We develop a method of calculating the coefficients of the function from the series of the number of requests and estimating the number of requests in the future. We also evaluated the convergence and calculation time. The results show that the calculations converge and the calculation time is less than 115ms. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Video-on-demand / traffic prediction / cache algorithm |
| Paper # | IN2005-55 |
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| Committee | IN |
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| Conference Date | 2005/7/7(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Information Networks (IN) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A method of predicting VOD traffic using time series data for number of requests |
| Sub Title (in English) | |
| Keyword(1) | Video-on-demand |
| Keyword(2) | traffic prediction |
| Keyword(3) | cache algorithm |
| 1st Author's Name | Hiroyuki Kimiyama |
| 1st Author's Affiliation | NTT Network Innovation Laboratries() |
| 2nd Author's Name | Shuichi Itoh |
| 2nd Author's Affiliation | The University of Electro-communications |
| Date | 2005-07-15 |
| Paper # | IN2005-55 |
| Volume (vol) | vol.105 |
| Number (no) | 178 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |