| Presentation | 2019-01-24 [Invited Talk] An integrated log analysis tools for ICT system management Masashi Toyama, Shotaro Tora, Machiko Toyoda, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | "Lognosis" is an integrated log analysis tools for ICT system management that intend to extract features from text-logs and numeric-logs using data-mining and machine-learning technologies. Though log analytics meets some requirements such as data preparation, easy to format and evaluation, there are many problems from analytics to business implementation. This paper shows analytics functions of Lognosis and how it works for ICT management such as grasp, failure analysis and anomaly detection. We also show business implementation examples for cloud system. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | data mining / machine-learning / log analysis / operation analytics |
| Paper # | ICM2018-41,LOIS2018-47 |
| Date of Issue | 2019-01-17 (ICM, LOIS) |
| Conference Information | |
| Committee | ICM / LOIS |
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| Conference Date | 2019/1/24(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Practical Use of Lifelog, Office Information System, Business Management, etc. |
| Chair | Kiyohito Yoshihara(KDDI Research) / Tomohiro Yamada(NTT) |
| Vice Chair | Yoichi Yamashita(NTT-N) / Takumi Miyoshi(Shibaura Inst. of Tech.) / Toru Kobayashi(Nagasaki Univ.) |
| Secretary | Yoichi Yamashita(KDDI Research) / Takumi Miyoshi(NTT) / Toru Kobayashi(NTT) |
| Assistant | Yunchen Zhu(Hitachi) / Shinichiro Eitoku(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Information and Communication Management / Technical Committee on Life Intelligence and Office Information Systems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Invited Talk] An integrated log analysis tools for ICT system management |
| Sub Title (in English) | |
| Keyword(1) | data mining |
| Keyword(2) | machine-learning |
| Keyword(3) | log analysis |
| Keyword(4) | operation analytics |
| 1st Author's Name | Masashi Toyama |
| 1st Author's Affiliation | Nippon Telegraph and Telephone Corporation(NTT) |
| 2nd Author's Name | Shotaro Tora |
| 2nd Author's Affiliation | Nippon Telegraph and Telephone Corporation(NTT) |
| 3rd Author's Name | Machiko Toyoda |
| 3rd Author's Affiliation | Nippon Telegraph and Telephone Corporation(NTT) |
| Date | 2019-01-24 |
| Paper # | ICM2018-41,LOIS2018-47 |
| Volume (vol) | vol.118 |
| Number (no) | ICM-419,LOIS-420 |
| Page | pp.pp.33-34(ICM), pp.33-34(LOIS), |
| #Pages | 2 |
| Date of Issue | 2019-01-17 (ICM, LOIS) |