| Presentation | 2022-03-10 Edge cloud cooperation system for anomaly detection using image data Yuki Tanaka, Ryoichi Kawahara, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In the field of IoT, which is becoming more widespread, it is expected that useful information extraction from image data acquired by IoT devices will be important. On the other hand, real-time processing in the cloud may become difficult due to the increase in traffic due to the progress of IoT and the limitation of physical distance.Therefore, assuming an anomaly detection system for power equipment as an example, an ensemble learning is performed on the cloud server while the anomaly detection is performed on the edge server. We propose such an edge-cloud cooperation system, and then conduct the simulation to evaluate the effect of reducing the processing time and the amount of transferred data.Through the simulation, we analyzed and discussed the effectiveness of the proposed system configuration. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | edge cloud cooperation / Anomaly detection |
| Paper # | IN2021-32 |
| Date of Issue | 2022-03-03 (IN) |
| Conference Information | |
| Committee | NS / IN |
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| Conference Date | 2022/3/10(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | General |
| Chair | Akihiro Nakao(Univ. of Tokyo) / Kenji Ishida(Hiroshima City Univ.) |
| Vice Chair | Tetsuya Oishi(NTT) / Kunio Hato(Internet Multifeed) |
| Secretary | Tetsuya Oishi(NTT) / Kunio Hato(Chuo Univ.) |
| Assistant | Kotaro Mihara(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Network Systems / Technical Committee on Information Networks |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Edge cloud cooperation system for anomaly detection using image data |
| Sub Title (in English) | |
| Keyword(1) | edge cloud cooperation |
| Keyword(2) | Anomaly detection |
| 1st Author's Name | Yuki Tanaka |
| 1st Author's Affiliation | Toyo University(Toyo Univ.) |
| 2nd Author's Name | Ryoichi Kawahara |
| 2nd Author's Affiliation | Toyo University(Toyo Univ.) |
| Date | 2022-03-10 |
| Paper # | IN2021-32 |
| Volume (vol) | vol.121 |
| Number (no) | IN-434 |
| Page | pp.pp.7-12(IN), |
| #Pages | 6 |
| Date of Issue | 2022-03-03 (IN) |