| Presentation | 2022-06-23 Towards a Collaborative Operational Data Analysis for Automated Network Management Satoru Kobayashi, Kensuke Fukuda, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Network automation with a self-driving network, a data-driven approach to avoid and handle network troubles with feedback controls, is an emerging and challenging topic in network management. Towards an automated modification of network configurations in the feedback controls, it is necessary to collaborate two-sided network operational analysis: real data analysis and synthetic data analysis with clear root causes of troubles. In this work, we discuss designs of a framework to collect more realistic synthetic operational data and an automated network system with a taxonomy of root causes and operational data. The synthetic data framework can also contribute to evaluating AIOps technologiesor debugging network topologies with complicated trouble scenarios. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Network management / Network automation / Self-driving Network / Chaos Engineering |
| Paper # | IA2022-1,ICSS2022-1 |
| Date of Issue | 2022-06-16 (IA, ICSS) |
| Conference Information | |
| Committee | IA / ICSS |
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| Conference Date | 2022/6/23(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Univ. of Nagasaki |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Internet Security, etc. |
| Chair | Tomoki Yoshihisa(Osaka Univ.) / Katsunari Yoshioka(Yokohama National Univ.) |
| Vice Chair | Toru Kondo(Hiroshima Univ.) / Yuichiro Hei(KDDI Research) / Hiroshi Yamamoto(Ritsumeikan Univ.) / Kazunori Kamiya(NTT) / Takahiro Kasama(NICT) |
| Secretary | Toru Kondo(Osaka Univ.) / Yuichiro Hei(Kogakuin Univ.) / Hiroshi Yamamoto(NEC) / Kazunori Kamiya(KDDI labs.) / Takahiro Kasama(Okayama Univ.) |
| Assistant | Daisuke Kotani(Kyoto Univ.) / Ryo Nakamurai(Fukuoka Univ.) / Daiki Nobayashi(Kyushu Inst. of Tech.) / Keisuke Kito(Mitsubishi Electric) / Takeshi Sugawara(Univ. of Electro-Comm.) |
| Paper Information | |
| Registration To | Technical Committee on Internet Architecture / Technical Committee on Information and Communication System Security |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Towards a Collaborative Operational Data Analysis for Automated Network Management |
| Sub Title (in English) | |
| Keyword(1) | Network management |
| Keyword(2) | Network automation |
| Keyword(3) | Self-driving Network |
| Keyword(4) | Chaos Engineering |
| 1st Author's Name | Satoru Kobayashi |
| 1st Author's Affiliation | National Institute of Informatics(NII) |
| 2nd Author's Name | Kensuke Fukuda |
| 2nd Author's Affiliation | National Institute of Informatics(NII) |
| Date | 2022-06-23 |
| Paper # | IA2022-1,ICSS2022-1 |
| Volume (vol) | vol.122 |
| Number (no) | IA-85,ICSS-86 |
| Page | pp.pp.1-7(IA), pp.1-7(ICSS), |
| #Pages | 7 |
| Date of Issue | 2022-06-16 (IA, ICSS) |