Low-Latency and Fresh Content Provision in Information-Centric Vehicular Networks

被引:31
|
作者
Zhang, Shan [1 ]
Li, Junjie [1 ]
Luo, Hongbin [1 ]
Gao, Jie [2 ]
Zhao, Lian [3 ]
Shen, Xuemin [4 ]
机构
[1] Beihang Univ, Sch Comp Sci & Engn, State Key Lab Software Dev Environm, Beijing 100191, Peoples R China
[2] Marquette Univ, Dept Elect & Comp Engn, Milwaukee, WI 53233 USA
[3] Ryerson Univ, Dept Elect Comp & Biomed Engn, Toronto, ON M5B 2K3, Canada
[4] Univ Waterloo, Dept Elect & Comp Engn, Waterloo, ON N2L 3G1, Canada
基金
国家重点研发计划;
关键词
Vehicle dynamics; Bandwidth; Reliability; Dynamic scheduling; Mobile computing; Network topology; Electronic mail; Mobile edge caching; age of information (AoI); latency; vehicular networking; 5G;
D O I
10.1109/TMC.2020.3025201
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, the content service provision of information-centric vehicular networks (ICVNs) is investigated from the aspect of mobile edge caching, considering the dynamic driving-related context information. To provide up-to-date information with low latency, two schemes are designed for cache update and content delivery at the roadside units (RSUs). The roadside unit centric (RSUC) scheme decouples cache update and content delivery through bandwidth splitting, where the cached content items are updated regularly in a round-robin manner. The request adaptive (ReA) scheme updates the cached content items upon user requests with certain probabilities. The performance of both proposed schemes are analyzed, whereby the average age of information (AoI) and service latency are derived in closed forms. Surprisingly, the AoI-latency trade-off does not always exist, and frequent cache update can degrade both performances. Thus, the RSUC and ReA schemes are further optimized to balance the AoI and latency. Extensive simulations are conducted on SUMO and OMNeT++ simulators, and the results show that the proposed schemes can reduce service latency by up to 80 percent while guaranteeing content freshness in heavily loaded ICVNs.
引用
收藏
页码:1723 / 1738
页数:16
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