| Presentation | 2019-11-29 Log Template Estimation with Bridged Refinement Yuya Yamashiro, Satoru Kobayashi, Kensuke Fukuda, Hiroshi Esaki, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | For efficiently extracting information from system logs, log templates which regulate the type of output logs are needed because there is no specific rule to describe logs. Previous studies show two types of log template generation methods: information-driven and data-driven. However information-driven methods cannot be used for proprietary software and data-driven methods depend in a large part on the quality and quantity of data. In this work, we discuss the application of Bridged Refinement, one of the learning methods which transfers the source domain knowledge to the target domain, to log template estimation. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Transfer Learning / System Log / Log Template / Bridged Refinement / Syslog |
| Paper # | IA2019-45 |
| Date of Issue | 2019-11-22 (IA) |
| Conference Information | |
| Committee | IA |
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| Conference Date | 2019/11/29(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tsugaru Densho Kougei-kan |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Student Sessions, etc. (cosponsored by JSPS 163rd Committee on Internet Technology) |
| Chair | Hiroyuki Osaki(Kwansei Gakuin Univ.) |
| Vice Chair | Rei Atarashi(IIJ) / Toru Kondo(Hiroshima Univ.) / Hiroshi Yamamoto(Ritsumeikan Univ.) |
| Secretary | Rei Atarashi(Kwansei Gakuin Univ.) / Toru Kondo(KDDI Research) / Hiroshi Yamamoto(NEC) |
| Assistant | Kenji Ohira(Osaka Univ.) / Daiki Nobayashi(Kyushu Inst. of Tech.) / Ryohei Banno(Tokyo Inst. of Tech.) |
| Paper Information | |
| Registration To | Technical Committee on Internet Architecture |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Log Template Estimation with Bridged Refinement |
| Sub Title (in English) | |
| Keyword(1) | Transfer Learning |
| Keyword(2) | System Log |
| Keyword(3) | Log Template |
| Keyword(4) | Bridged Refinement |
| Keyword(5) | Syslog |
| 1st Author's Name | Yuya Yamashiro |
| 1st Author's Affiliation | The University of Tokyo(Univ. Tokyo) |
| 2nd Author's Name | Satoru Kobayashi |
| 2nd Author's Affiliation | National Institute of Informatics(NII) |
| 3rd Author's Name | Kensuke Fukuda |
| 3rd Author's Affiliation | National Institute of Informatics(NII) |
| 4th Author's Name | Hiroshi Esaki |
| 4th Author's Affiliation | The University of Tokyo(Univ. Tokyo) |
| Date | 2019-11-29 |
| Paper # | IA2019-45 |
| Volume (vol) | vol.119 |
| Number (no) | IA-318 |
| Page | pp.pp.13-18(IA), |
| #Pages | 6 |
| Date of Issue | 2019-11-22 (IA) |