作者
Dan Wang, Bin Song, Peng Lin, F Richard Yu, Xiaojiang Du, Mohsen Guizani
发表日期
2021/12/23
期刊
IEEE Internet of Things Journal
卷号
9
期号
14
页码范围
12588-12600
出版商
IEEE
简介
Recent developments in the Internet of Vehicles (IoV) enable interconnected vehicles to support ubiquitous services. Various emerging service applications are promising to increase the Quality of Experience (QoE) of users. On-board computation tasks generated by these applications have heavily overloaded the resource-constrained vehicles, forcing it to offload on-board tasks to other edge intelligence (EI)-assisted servers. However, excessive task offloading can lead to severe competition for communication and computation resources among vehicles, thereby increasing the processing latency, energy consumption, and system cost. To address these problems, we investigate the transmission-awareness and computing-sense uplink resource management problem and formulate it as a time-varying Markov decision process. Considering the total delay, energy consumption, and cost, quantum-inspired …
学术搜索中的文章
D Wang, B Song, P Lin, FR Yu, X Du, M Guizani - IEEE Internet of Things Journal, 2021