Intelligent Edge Computing in Internet of Vehicles: A Joint Computation Offloading and Caching Solution

• Published in: IEEE transactions on intelligent transportation systems Vol. 22; no. 4; pp. 2212 - 2225
• Main Authors: Ning, Zhaolong, Zhang, Kaiyuan, Wang, Xiaojie, Guo, Lei, Hu, Xiping, Huang, Jun, Hu, Bin, Kwok, Ricky Y. K.
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.04.2021; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Artificial intelligence; Caching; Cognition; Computation offloading; content caching; Decision making; Delay; Delays; Edge computing; imitation learning; Intelligent vehicles; Internet of Vehicles; Linear programming; Lyapunov optimization; Machine learning; Nonlinear programming; Optimization; peer offloading; Problem solving; Resource management; Roadsides; Servers; Skewed distributions; Task analysis; Traffic congestion; Traffic flow; Traffic information; Training

Recently, Internet of Vehicles (IoV) has become one of the most active research fields in both academic and industry, which exploits resources of vehicles and Road Side Units (RSUs) to execute various vehicular applications. Due to the increasing number of vehicles and the asymmetrical distribution...