Distributed cooperative caching scheme based on MEC-D2D | |
Xue, Jianbin; Zhang, Yonggang; Wang, Zesen; Zhang, Haijun | |
2021-03-23 | |
发表期刊 | Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition) |
ISSN | 1671-4512 |
卷号 | 49期号:3页码:52-57 |
摘要 | In order to solve the problem of the limited storage capacity of server in mobile edge computing (MEC), a MEC-D2D collaborative content cache placement strategy based on dynamic programming was proposed by taking advantage of the data-sharing advantages of device-to-device (D2D) communication technology. Firstly, the influence of content popularity, cache space finiteness and interference limitation on the average delay of user content acquisition were analyzed. Secondly, by establishing a segmented content acquisition model, the optimization goal was to reduce the average delay of user content acquisition. Finally, the cache problem was considered as a complete knapsack problem, and the optimal cache allocation scheme was designed by the dynamic programming algorithm. Simulation experiment results show that the proposed caching strategy can reduce the average latency of user content acquisition effectively. © 2021, Editorial Board of Journal of Huazhong University of Science and Technology. All right reserved. |
关键词 | Combinatorial optimization Data Sharing Digital storage Caching strategy Content acquisition Content popularities Cooperative caching Deviceto-device (D2D) communication Dynamic programming algorithm Knapsack problems Optimization goals |
DOI | 10.13245/j.hust.210310 |
收录类别 | EI |
语种 | 中文 |
出版者 | Huazhong University of Science and Technology |
EI入藏号 | 20211710250545 |
EI主题词 | Dynamic programming |
EI分类号 | 722.1 Data Storage, Equipment and Techniques ; 921.5 Optimization Techniques |
引用统计 | 无
|
文献类型 | 期刊论文 |
条目标识符 | https://ir.lut.edu.cn/handle/2XXMBERH/148416 |
专题 | 研究生院 |
作者单位 | School of Computer and Communication, Lanzhou University of Technology, Lanzhou; 730050, China |
第一作者单位 | 兰州理工大学 |
第一作者的第一单位 | 兰州理工大学 |
推荐引用方式 GB/T 7714 | Xue, Jianbin,Zhang, Yonggang,Wang, Zesen,et al. Distributed cooperative caching scheme based on MEC-D2D[J]. Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition),2021,49(3):52-57. |
APA | Xue, Jianbin,Zhang, Yonggang,Wang, Zesen,&Zhang, Haijun.(2021).Distributed cooperative caching scheme based on MEC-D2D.Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition),49(3),52-57. |
MLA | Xue, Jianbin,et al."Distributed cooperative caching scheme based on MEC-D2D".Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition) 49.3(2021):52-57. |
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