| Presentation | 2018-07-05 Search-based network design generation scheme for closed-loop automation of network operations Takayuki Kuroda, Takuya Kuwahara, Takashi Maruyama, Yoichi Sato, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Even when network operation tasks are automated, the operator who utilizes the automated functions should require abilities to pre-confirm its behavior and manual controllability in emergency cases. However, the logics based on some effectual AI technologies, such as Deep Neural Network, is black box and understanding or controlling its behavior is difficult. In this research, we aim to realize a novel automation scheme which is highly autonomous and cooperative with human by incorporating model-based technology with AI. In this paper, we focus on the automation of network topology designing, and present a core architecture and knowledge models. Then, we will evaluate its feasibility through an experiment with a prototype. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Network operation automation / Network design automation / Declarative model / AI technology |
| Paper # | ICM2018-11 |
| Date of Issue | 2018-06-28 (ICM) |
| Conference Information | |
| Committee | ICM |
|---|---|
| Conference Date | 2018/7/5(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Kiyohito Yoshihara(KDDI Research) |
| Vice Chair | Yoichi Yamashita(NTT Neomeit) / Takumi Miyoshi(Shibaura Inst. of Tech.) |
| Secretary | Yoichi Yamashita(KDDI Research) / Takumi Miyoshi(NTT) |
| Assistant | Yunchen Zhu(Hitachi) |
| Paper Information | |
| Registration To | Technical Committee on Information and Communication Management |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Search-based network design generation scheme for closed-loop automation of network operations |
| Sub Title (in English) | |
| Keyword(1) | Network operation automation |
| Keyword(2) | Network design automation |
| Keyword(3) | Declarative model |
| Keyword(4) | AI technology |
| 1st Author's Name | Takayuki Kuroda |
| 1st Author's Affiliation | NEC Corporation(NEC) |
| 2nd Author's Name | Takuya Kuwahara |
| 2nd Author's Affiliation | NEC Corporation(NEC) |
| 3rd Author's Name | Takashi Maruyama |
| 3rd Author's Affiliation | NEC Corporation(NEC) |
| 4th Author's Name | Yoichi Sato |
| 4th Author's Affiliation | NEC Corporation(NEC) |
| Date | 2018-07-05 |
| Paper # | ICM2018-11 |
| Volume (vol) | vol.118 |
| Number (no) | ICM-118 |
| Page | pp.pp.1-6(ICM), |
| #Pages | 6 |
| Date of Issue | 2018-06-28 (ICM) |