Delay-Aware Caching in Internet-of-Vehicles Networks

计算机科学 GSM演进的增强数据速率 移交 计算机网络 传输(电信) 传输延迟 内容交付 车载自组网 边缘计算 互联网 分布式计算 实时计算 网络数据包 无线 无线自组网 人工智能 万维网 电信
作者
Xiaoge Huang,Ke Xu,Qianbin Chen,Jie Zhang
出处
期刊:IEEE Internet of Things Journal [Institute of Electrical and Electronics Engineers]
卷期号:8 (13): 10911-10921 被引量:20
标识
DOI:10.1109/jiot.2021.3051290
摘要

With the emergence of a large number of computational resource-intensive applications and various content delivery services, there is an explosion of data growth in the Internet of Vehicles (IoV). To improve the transmission performance of the IoV, caching content on the edge of the network is considered as a potential solution to reduce the content transmission delay. In this article, we investigate the content caching decisions optimization method in the IoV to minimize the content fetching delay for vehicles, which is based on the vehicle-to-vehicle (V2V) collaboration. A delay-aware content caching (DCC) algorithm in the IoV is proposed, which consists of vehicle associations, content caching, and precaching decisions optimization. First, a delay-aware vehicle associations (DVAs) algorithm is proposed to optimize the vehicle associations. Consequently, based on the vehicle associations results, the content caching decisions are optimized in two network scenarios according to the existence of the handover vehicles. Finally, a practical scenario of Shanghai with time-varying traffic flow is used for simulations and the effectiveness of the proposed DCC algorithm is verified.

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