| Presentation | 2019-07-11 [Invited Talk] Joint Optimization of Computing Resources and Data Allocation for MEC: An Online Approach Xun Shao, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this work, we carry out an in-depth study on the interaction of computing resource allocation and data placement in mobile edge computing environments. Based on the analysis of the temporal and spatial characteristics of the two tasks, we propose a joint optimization framework that works with online manner. The proposed method employs hybrid timescales: a coarse-grained timescale to update the data placement and a fine-grained timescale to decide computing resource allocation. The proposed method achieves provable near-optimal performance without buffering users' requirements and does not assume that future trends in user requirements are predictable. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Edge Computing / Resource Allocation / Data Placement / Online Optimization |
| Paper # | ICM2019-10 |
| Date of Issue | 2019-07-04 (ICM) |
| Conference Information | |
| Committee | ICM |
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| Conference Date | 2019/7/11(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 | Takumi Miyoshi(Shibaura Inst. of Tech.) / Yoichi Sato(NEC) |
| Secretary | Takumi Miyoshi(NTT) / Yoichi Sato(NTT) |
| Assistant | Hiroki Nakayama(BOSCO Technologies) |
| Paper Information | |
| Registration To | Technical Committee on Information and Communication Management |
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| Language | ENG-JTITLE |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Invited Talk] Joint Optimization of Computing Resources and Data Allocation for MEC: An Online Approach |
| Sub Title (in English) | |
| Keyword(1) | Edge Computing |
| Keyword(2) | Resource Allocation |
| Keyword(3) | Data Placement |
| Keyword(4) | Online Optimization |
| 1st Author's Name | Xun Shao |
| 1st Author's Affiliation | Kitami Institute of Technology(Kitami Tech) |
| Date | 2019-07-11 |
| Paper # | ICM2019-10 |
| Volume (vol) | vol.119 |
| Number (no) | ICM-111 |
| Page | pp.pp.25-30(ICM), |
| #Pages | 6 |
| Date of Issue | 2019-07-04 (ICM) |