… THE advancements in 5G communication networks and Internet of Vehicles (IoV) enable …
and caching in 5G-envisioned Internet of vehicles: A deep reinforcement learning-based traffic …

… The authors in [20] propose a joint computing offloading and content caching strategy to
design an asymmetric search tree, which generates resource allocation strategies to minimize …

… The concept of the Internet of Vehicles (IoV) is emerging, … (MEC) paradigm into Internet of
Vehicles (IoV) communication … , and further proposed a joint computing algorithm that combines …

… we design a joint computing and caching framework by integrating deep deterministic policy
gradient (DDPG) algorithm. Especially, we focus on the Internet of Vehicles scenario, which …

… At present, self-driving vehicles (SDVs) in the Internet of Vehicles (IOV) are developing
rapidly, and they use a variety of sensors to work together to support many autonomous tasks, for …

… of the proposed joint computing and caching scheme is obviously the highest compared to
the other two baseline schemes. The reason is that in the DDPGbased joint computing and …

… Zhang and KB Letaief, “Mobile edge intelligence and computing for the Internet of Vehicles,”
… Wang, “Diversified technologies in Internet of vehicles under intelligent edge computing,” …

… As the communication capacity keeps increasing in the 5G era, the concept of vehicular
networks has been extended to Internet of Vehicles (IoV). Via the integration of communication …

… It formulates the joint computing offloading and resource allocation problem as a Markov
Decision Process (MDP), and proposes a new DRL algorithm to minimize the system energy …

… Abstract—Recently, as the traffic flow in the internet of vehicles increases, the conflict
between the huge number of computing tasks and limited computation resources needs to be …