Y. Deng, Z. Chen, X. Chen, X. Deng and Y. Fang, "How to Leverage Mobile Vehicles to Balance the Workload in Multi-Access Edge Computing Systems," in IEEE Transactions on Vehicular Technology, vol. 70, no. 11, pp. 12283-12286, Nov. 2021, doi: 10.1109/TVT.2021.3119189. (JCR 1区)
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Release time:2024-03-13
Journal:IEEE Transactions on Vehicular Technology
Abstract:Abstract—In this correspondence, we investigate the joint relay and server selection problem for a novel vehicle-assisted multi-access edge computing (MEC) system, where vehicles on the road relay data from an end device to appropriate MEC servers for computing in a store-carry-forward manner. To harness the stochastic nature of task arrivals, vehicle availability, and resource availability at MEC servers, we design a relaying scheme to minimize the average task latency based on a Markov decision process. Our study shows that our proposed scheme is highly effective in balancing the communications and computing while minimizing the end-to-end latency for task completion.
Note:http://faculty.csu.edu.cn/dengxiaoheng/zh_CN/lwcg/10445/content/49284.htm
Translation or Not:no
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25-How_to_Leverage_Mobile_Vehicles_to_Balance_the_Workload_in_Multi-Access_Edge_Computing_Systems.pdf
Pre One:X. Deng, J. Yin, P. Guan, N. N. Xiong, L. Zhang and S. Mumtaz, "Intelligent Delay-Aware Partial Computing Task Offloading for Multiuser Industrial Internet of Things Through Edge Computing," in IEEE Internet of Things Journal, vol. 10, no. 4, pp. 2954-2966, 15 Feb.15, 2023, doi: 10.1109/JIOT.2021.3123406. (中科院 1区)
Next One:J. Guo, A. Liu, K. Ota, M. Dong, X. Deng and N. N. Xiong, "ITCN: An Intelligent Trust Collaboration Network System in IoT," in IEEE Transactions on Network Science and Engineering, vol. 9, no. 1, pp. 203-218, 1 Jan.-Feb. 2022, doi: 10.1109/TNSE.2021.3057881. (JCR 1区)
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