| Presentation | 2018-08-03 Data prioritization based on contribution to prediction of mobile traffic Yoshinobu Yamada, Ryoichi Shinkuma, Takehiro Sato, Eiji Oki, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently, the demand for realtime and accurate prediction of mobile traffic has been growing. However, most conventional prediction techniques assumed that traffic logs at every unit time at every base station are perfectly available. This assumption is critical in realtime mobile traffic prediction because the volume of traffic log data is huge and they compete bandwidth with normal user application traffic. In this report, we propose a method that prioritizes traffic log data in the basis of the contribution to prediction accuracy. The proposed method enables us to reduce the volume of traffic log data while maintaining prediction accuracy. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | |
| Paper # | MoNA2018-18 |
| Date of Issue | 2018-07-26 (MoNA) |
| Conference Information | |
| Committee | MoNA |
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| Conference Date | 2018/8/2(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Otaru Citizen Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Mobile Networks, Mobile Applications, etc. (tentative) |
| Chair | Ryoichi Shinkuma(Kyoto Univ.) |
| Vice Chair | Shigeaki Tagashira(Kansai Univ.) / Gen Kitagata(Tohoku Univ.) |
| Secretary | Shigeaki Tagashira(Kyushu Univ.) / Gen Kitagata(NEC) |
| Assistant | Ken Usui(KDDI Research) / Kenji Kanai(Waseda Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Mobile Network and Applications |
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| Language | ENG-JTITLE |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Data prioritization based on contribution to prediction of mobile traffic |
| Sub Title (in English) | |
| Keyword(1) | |
| 1st Author's Name | Yoshinobu Yamada |
| 1st Author's Affiliation | Kyoto University(Kyoto Univ.) |
| 2nd Author's Name | Ryoichi Shinkuma |
| 2nd Author's Affiliation | Kyoto University(Kyoto Univ.) |
| 3rd Author's Name | Takehiro Sato |
| 3rd Author's Affiliation | Kyoto University(Kyoto Univ.) |
| 4th Author's Name | Eiji Oki |
| 4th Author's Affiliation | Kyoto University(Kyoto Univ.) |
| Date | 2018-08-03 |
| Paper # | MoNA2018-18 |
| Volume (vol) | vol.118 |
| Number (no) | MoNA-170 |
| Page | pp.pp.67-69(MoNA), |
| #Pages | 3 |
| Date of Issue | 2018-07-26 (MoNA) |