Mobile Edge Computing Empowers Internet of Things

被引:73
|
作者
Ansari, Nirwan [1 ]
Sun, Xiang [1 ]
机构
[1] New Jersey Inst Technol, Helen & John C Hartmann Dept Elect & Comp Engn, Adv Networking Lab, Newark, NJ 07102 USA
基金
美国国家科学基金会;
关键词
Internet of Things; mobile edge computing; cloudlet; semantics; social network; green energy; WIRELESS BACKHAUL; ACCESS;
D O I
10.1587/transcom.2017NRI0001
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, we propose a Mobile Edge Internet of Things (MEIoT) architecture by leveraging the fiber-wireless access technology, the cloudlet concept, and the software defined networking framework. The MEIoT architecture brings computing and storage resources close to Internet of Things (IoT) devices in order to speed up IoT data sharing and analytics. Specifically, the IoT devices (belonging to the same user) are associated to a specific proxy Virtual Machine (VM) in the nearby cloudlet. The proxy VM stores and analyzes the IoT data (generated by its IoT devices) in real-time. Moreover, we introduce the semantic and social IoT technology in the context of MEIoT to solve the interoperability and inefficient access control problem in the IoT system. In addition, we propose two dynamic proxy VM migration methods to minimize the end-to-end delay between proxy VMs and their IoT devices and to minimize the total on-grid energy consumption of the cloudlets, respectively. Performance of the proposed methods is validated via extensive simulations.
引用
收藏
页码:604 / 619
页数:16
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