| Presentation | 2020-03-03 Efforts to apply AI to network operation analysis Tatsuya Kimura, Ryo Saito, Yuichi Suwa, Seiji Shibata, Akihiro Shiozu, Yoshitomo Inagaki, Masatomo Suzuki, Kouji Yamamoto, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | With the introduction of new technologies such as network virtualization and 5G, the amount of maintenance work on mobile networks has grown, and there has been a need for a change from conventional maintenance. We have decided to apply AI technology to network operations and are considering the gradual introduction of AI technology to monitoring, analysis, and response operations. This article describes the results of a study on the application of AI technology to analytical work. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Mobile Access Networks / Anomaly Detection / Machine Learning |
| Paper # | ICM2019-58 |
| Date of Issue | 2020-02-24 (ICM) |
| Conference Information | |
| Committee | ICM |
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| Conference Date | 2020/3/2(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Ohama Nobumoto Memorial Hall |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Kiyohito Yoshihara(KDDI Research) |
| Vice Chair | Takumi Miyoshi(Shibaura Inst. of Tech.) / Yoichi Sato(Open Systems Laboratory) |
| Secretary | Takumi Miyoshi(NTT) / Yoichi Sato(NTT) |
| Assistant | Hiroki Nakayama(Bosco) |
| Paper Information | |
| Registration To | Technical Committee on Information and Communication Management |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Efforts to apply AI to network operation analysis |
| Sub Title (in English) | |
| Keyword(1) | Mobile Access Networks |
| Keyword(2) | Anomaly Detection |
| Keyword(3) | Machine Learning |
| 1st Author's Name | Tatsuya Kimura |
| 1st Author's Affiliation | DOCOMO Tecnology, Inc(Solution Service Division) |
| 2nd Author's Name | Ryo Saito |
| 2nd Author's Affiliation | NTT Docomo. Inc(Service Operations Department) |
| 3rd Author's Name | Yuichi Suwa |
| 3rd Author's Affiliation | DOCOMO Tecnology, Inc(Solution Service Division) |
| 4th Author's Name | Seiji Shibata |
| 4th Author's Affiliation | DOCOMO Tecnology, Inc(Solution Service Division) |
| 5th Author's Name | Akihiro Shiozu |
| 5th Author's Affiliation | DOCOMO Tecnology, Inc(Solution Service Division) |
| 6th Author's Name | Yoshitomo Inagaki |
| 6th Author's Affiliation | DOCOMO Tecnology, Inc(Solution Service Division) |
| 7th Author's Name | Masatomo Suzuki |
| 7th Author's Affiliation | DOCOMO Tecnology, Inc(Solution Service Division) |
| 8th Author's Name | Kouji Yamamoto |
| 8th Author's Affiliation | NTT Docomo. Inc(Service Operations Department) |
| Date | 2020-03-03 |
| Paper # | ICM2019-58 |
| Volume (vol) | vol.119 |
| Number (no) | ICM-438 |
| Page | pp.pp.95-99(ICM), |
| #Pages | 5 |
| Date of Issue | 2020-02-24 (ICM) |