Edge Computing Offloading with Parked Vehicular Collaboration in Internet of Vehicles

被引：0

作者：

Wu Z.-Q. ^{[1
]}

Ye D.-D. ^{[1
]}

Yu R. ^{[1
]}

Zhou W.-H. ^{[2
]}

He Z.-S. ^{[1
]}

机构：

[1] Faculty of Automation, Guangdong University of Technology, Guangzhou

[2] Zhongshan Institute, University of Electronic Science and Technology of China, Zhongshan, 528402, Guangdong

来源：

Beijing Youdian Daxue Xuebao/Journal of Beijing University of Posts and Telecommunications | 2019年 / 42卷 / 02期

关键词：

Computation offloading; Contract theory; Edge computing; Internet of vehicles; Parked vehicular collaboration;

D O I：

10.13190/j.jbupt.2018-132

中图分类号：

学科分类号：

摘要：

To improve the performance of edge computing (EC) servers, an edge computing offloading framework of parked vehicular collaboration was proposed. Under this framework, the service provider uses the idle computing resources of the parked vehicles in the parking lot to expand the computing capacity of the edge server of the network, and the parked vehicles cooperate to perform the computing tasks unloaded by the service provider, thus reducing the overload. To stimulate parked vehicles to participate in computation offloading, an incentive scheme based on contract theory is designed, which can not only maximize the benefits of EC service providers, but also enhance the utilities of the parked vehicles. Experimental simulation results based on a real dataset demonstrate the effectiveness of the proposed incentive scheme. © 2019, Editorial Department of Journal of Beijing University of Posts and Telecommunications. All right reserved.

引用

页码：108 / 113

页数：5

共 10 条

[1] Zhang K., Mao Y., Leng S., Et al., Mobile-edge computing for vehicular networks: A promising network paradigm with predictive off-loading, IEEE Vehicular Technology Magazine, 12, 2, pp. 36-44, (2017)
[2] Morency C., Trepanier M., Characterizing Parking Spaces Using Travel Survey Data, (2008)
[3] Liu N., Liu M., Lou W., Et al., PVA in VANETs: stopped cars are not silent, INFOCOM 2011, pp. 431-435, (2011)
[4] Malandrino F., Casetti C., Chiasserini C., Et al., The role of parked cars in content downloading for vehicular networks, IEEE Transactions on Vehicular Technology, 63, 9, pp. 4606-4617, (2014)
[5] Government P.F., Parking lot dataset
[6] Deng R., Lu R., Lai C., Et al., Towards power consumption-delay tradeoff by workload allocation in cloud-fog computing, ICC 2015, pp. 3909-3914, (2015)
[7] Yu R., Ding J., Maharjan S., Et al., Decentralized and optimal resource cooperation in geo-distributed mobile cloud computing, IEEE Transactions on Emerging Topics in Computing, 6, 1, pp. 72-84, (2015)
[8] Hou Z., Chen H., Li Y., Et al., Incentive mechanism design for wireless energy harvesting-based internet of things, IEEE Internet of Things Journal, 5, 4, pp. 2620-2632, (2018)
[9] Zhang B., Jiang C., Yu J., Et al., A contract game for direct energy trading in smart grid, IEEE Transactions on Smart Grid, 9, 4, pp. 2873-2884, (2018)
[10] Wang Y., Sheng M., Wang X., Et al., Mobile-edge computing: partial computation offloading using dynamic voltage scaling, IEEE Transactions on Communications, 64, 10, pp. 4268-4282, (2016)

← 1 →