| Presentation | 2023-03-02 Task offload and scheduling with edge-peer computing in multi-stage Information processing system to improve progress of computing process Hidetoshi Asao, Yukinobu Fukushima, Celimuge Wu, Yusheng Ji, Tutomu murase, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we propose a distributed processing control method that improves the total sum of accuracy by offloading and scheduling tasks to the appropriate edge server and peer server in a multi-stage information processing system. The conventional method that process tasks on a first-come, first-served basis at edge-peer servers works well when the number of edge-peer servers is large compared to the number of users. On the other hand, The proposed method works as well as the conventional method when the number of edge-peer servers is large compared to the number of users, and can be effective when the number of edge-peer servers is small compared to the number of users. The proposed method offloads tasks by taking into account the characteristics of tasks, and also optimally schedules tasks with a genetic algorithm by setting the number of parallel processes and changing the processing order at the edge-peer servers. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Multi-stage Information Processing System / Mobile Edge Computing / Genetic Algorithm |
| Paper # | IN2022-79 |
| Date of Issue | 2023-02-23 (IN) |
| Conference Information | |
| Committee | IN / NS |
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| Conference Date | 2023/3/2(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okinawa Convention Centre + Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | General |
| Chair | Kunio Hato(Internet Multifeed) / Tetsuya Oishi(NTT) |
| Vice Chair | Tsutomu Murase(Nagoya Univ.) / Takumi Miyoshi(Shibaura Insti of Tech.) |
| Secretary | Tsutomu Murase(KDDI Research) / Takumi Miyoshi(Nagaoka Univ. of Tech.) |
| Assistant | / Kotaro Mihara(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Information Networks / Technical Committee on Network Systems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Task offload and scheduling with edge-peer computing in multi-stage Information processing system to improve progress of computing process |
| Sub Title (in English) | |
| Keyword(1) | Multi-stage Information Processing System |
| Keyword(2) | Mobile Edge Computing |
| Keyword(3) | Genetic Algorithm |
| 1st Author's Name | Hidetoshi Asao |
| 1st Author's Affiliation | Nagoya University(NU) |
| 2nd Author's Name | Yukinobu Fukushima |
| 2nd Author's Affiliation | Okayama University(OU) |
| 3rd Author's Name | Celimuge Wu |
| 3rd Author's Affiliation | The University of Electro-Communications(UEC) |
| 4th Author's Name | Yusheng Ji |
| 4th Author's Affiliation | National Institute of Informatics(NII) |
| 5th Author's Name | Tutomu murase |
| 5th Author's Affiliation | Nagoya University(NU) |
| Date | 2023-03-02 |
| Paper # | IN2022-79 |
| Volume (vol) | vol.122 |
| Number (no) | IN-407 |
| Page | pp.pp.80-84(IN), |
| #Pages | 5 |
| Date of Issue | 2023-02-23 (IN) |