| Presentation | 2022-11-15 Trajectory Optimization and Resource Allocation in Mobility-Aware MEC Systems Takumi Tanagi, Koichi Adachi, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Mobile Edge Computing (MEC) is a technology that provides users with vast computing resources at low latency by allowing MEC servers to perform user-submitted tasks on their behalf. In MEC systems where multiple mobile users share multiple servers, server selection (i.e. user association), users' path planning, and communication and computing resources allocation are essential to take advantage of the MEC systems. In this paper, we propose a path planning and resource allocation method for multiple users sharing multiple MEC servers to improve the task processing success rate and shorten the task processing delay. Specifically, we adopt dynamic programming to derive the path that maximizes the sum of weighted communication rates considering user association and then use Johnson's algorithm to allocate the resources that minimize the maximum task processing delay. The numerical evaluation showed that the proposed method improved the MEC performance compared to the benchmark method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | MEC / Path planning / Resource allocation / Dynamic programming / Johnson's algorithm |
| Paper # | RCS2022-155 |
| Date of Issue | 2022-11-08 (RCS) |
| Conference Information | |
| Committee | RCS / AP |
|---|---|
| Conference Date | 2022/11/15(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kyushu University, and Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Adaptive Antenna, Equalization, Interference Canceler, MIMO, Wireless Communications, etc. |
| Chair | Kenichi Higuchi(Tokyo Univ. of Science) / Hiroshi Yamada(Niigata Univ.) |
| Vice Chair | Tomoya Tandai(Toshiba) / Fumihide Kojima(NICT) / Osamu Muta(Kyushu Univ.) / Mitoshi Fujimoto(Fukui Univ) |
| Secretary | Tomoya Tandai(Panasonic) / Fumihide Kojima(Univ. of Electro-Comm) / Osamu Muta(Sharp) / Mitoshi Fujimoto(National Defense Academy) |
| Assistant | Manabu Sakai(Mitsubishi Electric) / Masashi Iwabuchi(NTT) / Issei Kanno(KDDI Research) / Yuyuan Chang(Tokyo Inst. of Tech) / Kazuki Maruta(Tokyo Univ. of Science) / Tomoki Murakami(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Radio Communication Systems / Technical Committee on Antennas and Propagation |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Trajectory Optimization and Resource Allocation in Mobility-Aware MEC Systems |
| Sub Title (in English) | |
| Keyword(1) | MEC |
| Keyword(2) | Path planning |
| Keyword(3) | Resource allocation |
| Keyword(4) | Dynamic programming |
| Keyword(5) | Johnson's algorithm |
| 1st Author's Name | Takumi Tanagi |
| 1st Author's Affiliation | The University of Electro-Communication(UEC) |
| 2nd Author's Name | Koichi Adachi |
| 2nd Author's Affiliation | The University of Electro-Communication(UEC) |
| Date | 2022-11-15 |
| Paper # | RCS2022-155 |
| Volume (vol) | vol.122 |
| Number (no) | RCS-252 |
| Page | pp.pp.1-6(RCS), |
| #Pages | 6 |
| Date of Issue | 2022-11-08 (RCS) |