Joint Resource Allocation for Latency-Sensitive Services over Mobile Edge Computing Networks with Caching
文献类型：期刊论文
| 作者 | Jiao Zhang; Xiping Hu; Zhaolong Ning; Edtith C.-H. Ngai; Li Zhou; Jibo Wei; Jun Cheng; Bin Hu; Victor C.M.Leung |
| 刊名 | IEEE Internet of Things Journal
 |
| 出版日期 | 2018 |
| 文献子类 | 期刊论文 |
| 英文摘要 | Mobile edge computing (MEC) has risen as a promising paradigm to provide high quality of experience via relocating the cloud server in close proximity to smart mobile devices (SMDs). In MEC networks, the MEC server with computation capability and storage resource can jointly execute the latency-sensitive offloading tasks and cache the contents requested by SMDs. In order to minimize the total latency consumption of the computation tasks, we jointly consider computation offloading, content caching and resource allocation as an integrated model, which is formulated as a mix integer nonlinear programming (MINLP) problem. We design an asymmetric search tree and improve the branch and bound method to obtain a set of accurate decisions and resource allocation strategies. Furthermore, we introduce the auxiliary variables to reformulate the proposed model and apply the modified generalized benders decomposition method to solve the MINLP problem in polynomial computation complexity time. Simulation results demonstrate the superiority of the proposed schemes. |
| URL标识 | 查看原文 |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/13584]  |
| 专题 | 深圳先进技术研究院_集成所 |
| 推荐引用方式 GB/T 7714 | Jiao Zhang,Xiping Hu,Zhaolong Ning,et al. Joint Resource Allocation for Latency-Sensitive Services over Mobile Edge Computing Networks with Caching[J]. IEEE Internet of Things Journal,2018. |
| APA | Jiao Zhang.,Xiping Hu.,Zhaolong Ning.,Edtith C.-H. Ngai.,Li Zhou.,...&Victor C.M.Leung.(2018).Joint Resource Allocation for Latency-Sensitive Services over Mobile Edge Computing Networks with Caching.IEEE Internet of Things Journal. |
| MLA | Jiao Zhang,et al."Joint Resource Allocation for Latency-Sensitive Services over Mobile Edge Computing Networks with Caching".IEEE Internet of Things Journal (2018). |
入库方式： OAI收割
来源：深圳先进技术研究院
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