Blockchain-Based Task Offloading in Drone-Aided Mobile Edge Computing

被引:33
|
作者
Luo, Shuyun [1 ]
Li, Hang [1 ]
Wen, Zhenyu [2 ]
Qian, Bin [2 ]
Morgan, Graham [2 ]
Longo, Antonella [5 ]
Rana, Omer [4 ]
Ranjan, Rajiv [3 ]
机构
[1] Zhejiang Sci Tech Univ, Hangzhou, Peoples R China
[2] Newcastle Univ, Sch Comp, Newcastle Upon Tyne, Tyne & Wear, England
[3] Newcastle Univ, Newcastle Upon Tyne, Tyne & Wear, England
[4] Cardiff Univ, Sch Comp Sci & Informat, Performance Engn, Cardiff, Wales
[5] Univ Salento, Dept Engn Innovat, Lecce, Italy
来源
IEEE NETWORK | 2021年 / 35卷 / 01期
基金
英国工程与自然科学研究理事会;
关键词
Computer architecture; Blockchain; Service-oriented architecture; Servers; Task analysis; Edge computing; Drones;
D O I
10.1109/MNET.011.2000222
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
An increasing number of cloud providers now offer mobile edge computing (MEC) services for their customers to support task offloading. This is undertaken to reduce latency associated with forwarding data from IoT devices owned by customers to cloud platforms. However, two challenges remain in existing MEC scenarios: (i) the coverage of MEC services is limited; (ii) there is limited ability to develop an audit trail about which MEC service providers have processed a users data. A new architecture for automatically offloading user tasks in MEC scenarios is proposed that addresses the two challenges above. The architecture makes use of drones to dynamically cache data generated from IoT devices and forward this data to MEC servers that participate in a private blockchain network. Our simulated experiments demonstrate the flexibility of the task offloading process through the proposed architecture, which can provide greater visibility of MEC service providers involved in processing users data.
引用
收藏
页码:124 / 129
页数:6
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