| Presentation | 2021-03-19 Method study and proposal of workflow engine for automation using AI Ryosuke Sato, Mizuto Nakamura, Atsushi Takada, Toshihiko Seki, Kyoko Yamagoe, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The introduction of AI is being considered in NW operation. It is expected to automate atypical failures involving complex decisions working with workflow engines (WFEs) that can automate only routine tasks. However, in some cases, the accuracy of AI may become not reliable because it does not have necessary parameters for each individual case. In thispaper, we propose a method to automate atypical failure response by linking AI with WFE, extending BPMN operators using Bayesian network. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | bayesian network / workflow engine / network automation / machine learning |
| Paper # | ICM2020-76 |
| Date of Issue | 2021-03-11 (ICM) |
| Conference Information | |
| Committee | ICM |
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| Conference Date | 2021/3/18(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Kazuhiko Kinoshita(Tokushima Univ.) |
| Vice Chair | Yoichi Sato(OSL) / Haruo Ooishi(NTT) |
| Secretary | Yoichi Sato(NTT) / Haruo Ooishi(Bosco) |
| Assistant | Tetsuya Uchiumi(Fujitsu Lab.) |
| 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) | Method study and proposal of workflow engine for automation using AI |
| Sub Title (in English) | |
| Keyword(1) | bayesian network |
| Keyword(2) | workflow engine |
| Keyword(3) | network automation |
| Keyword(4) | machine learning |
| 1st Author's Name | Ryosuke Sato |
| 1st Author's Affiliation | NIPPON TELEGRAPH AND TELEPHONE CORPORATION(NTT) |
| 2nd Author's Name | Mizuto Nakamura |
| 2nd Author's Affiliation | NIPPON TELEGRAPH AND TELEPHONE CORPORATION(NTT) |
| 3rd Author's Name | Atsushi Takada |
| 3rd Author's Affiliation | NIPPON TELEGRAPH AND TELEPHONE CORPORATION(NTT) |
| 4th Author's Name | Toshihiko Seki |
| 4th Author's Affiliation | NIPPON TELEGRAPH AND TELEPHONE CORPORATION(NTT) |
| 5th Author's Name | Kyoko Yamagoe |
| 5th Author's Affiliation | NIPPON TELEGRAPH AND TELEPHONE CORPORATION(NTT) |
| Date | 2021-03-19 |
| Paper # | ICM2020-76 |
| Volume (vol) | vol.120 |
| Number (no) | ICM-433 |
| Page | pp.pp.92-97(ICM), |
| #Pages | 6 |
| Date of Issue | 2021-03-11 (ICM) |