Research on an Intelligent Computing Offloading Model for the Internet of Vehicles Based on Blockchain

【Author】 Qi, Jin; Liu, Yali; Ling, Yaochen; Xu, Bin; Dong, Zhenjiang; Sun, Yanfei

【Source】IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT

【影响因子】4.758

【Abstract】Aiming at the problems of computing power, reliability and cost when intelligent vehicles deal with computationally intensive and delay-sensitive emerging applications in multiple business scenarios in the Internet of Vehicles, an intelligent computing offloading model is proposed. This can minimize the total system cost under the constraint of time delay and energy consumption. Considering the cost of blockchain and the cost of intelligent vehicles, the DDPG algorithm is used to solve the proposed model. Simulation results show that the method proposed in this paper can effectively reduce the total cost of computing offload and further improve the success rate of computational offloading under the premise of computational offloading safety.

【Keywords】Blockchains; Task analysis; Computational modeling; Intelligent vehicles; Costs; Delays; Energy consumption; Internet of Vehicles; computing offloading; Index Terms; blockchain; reinforcement learning

【发表时间】2022 DEC

【收录时间】2023-05-14

【文献类型】理论模型

【主题类别】

区块链应用-实体经济-车联网