| Presentation | 2019-08-02 [Invited Talk] Efficient Network Operation and Management enabled by AI technologies Shinji Yamashita, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In order to realize effective network operation and management, it is expected to utilize emerging AI technologies. In this paper, some results of PoC (Proof of Concept) are described. One is the “traffic anomaly detection system” that detects the unusual traffic behavior quickly, and the other is the “Q&A recommendation system for network support center” that recommends proper answer to user’s question. Verifications results and extracted issues obtained through PoC, and future directions are described. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | AI / Machine Learning / Anomaly Detection / Text Mining / Network Support Center |
| Paper # | IN2019-18 |
| Date of Issue | 2019-07-25 (IN) |
| Conference Information | |
| Committee | CCS / IN |
|---|---|
| Conference Date | 2019/8/1(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | KIKI SHIRETOKO NATURAL RESORT |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Makoto Naruse(NICT) / Takuji Kishida(NTT-AT) |
| Vice Chair | Shigeki Shiokawa(Kanagawa Inst. of Tech.) / Tetsuya Asai(Hokkaido Univ.) / Kenji Ishida(Hiroshima City Univ.) |
| Secretary | Shigeki Shiokawa(Hiroshima City Univ.) / Tetsuya Asai(Kanagawa Inst. of Tech.) / Kenji Ishida(NTT Communications) |
| Assistant | Hidehiro Nakano(Tokyo City Univ.) / Kazuki Nakada(Tsukuba Univ. of Tech.) / Hiroyasu Ando(Tsukuba Univ.) / Takashi Matsubara(Kobe Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Complex Communication Sciences / Technical Committee on Information Networks |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Invited Talk] Efficient Network Operation and Management enabled by AI technologies |
| Sub Title (in English) | |
| Keyword(1) | AI |
| Keyword(2) | Machine Learning |
| Keyword(3) | Anomaly Detection |
| Keyword(4) | Text Mining |
| Keyword(5) | Network Support Center |
| 1st Author's Name | Shinji Yamashita |
| 1st Author's Affiliation | Fujitsu Laboratories(Fujitsu Lab) |
| Date | 2019-08-02 |
| Paper # | IN2019-18 |
| Volume (vol) | vol.119 |
| Number (no) | IN-158 |
| Page | pp.pp.21-23(IN), |
| #Pages | 3 |
| Date of Issue | 2019-07-25 (IN) |