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Abstract:
With the rapid development of the fifth generation (5G) mobile communications technology, Internet of ve⁃ hicles (IoV) has become one of the important scenarios for 5G applications. Due to the urgent requirements of these appli⁃ cations for timely content caching, a dynamic content caching-enabled edge caching scheme is investigated to ensure timeli⁃ ness, which allows vehicles to obtain cache content with freshness constraints from an edge caching-enabled access point (CAP). Furthermore, based on the idea of collaborative cache, a random model of CAP cache refreshing and delivery is es⁃ tablished by probability theory. Meanwhile, considering the metric of hit rate with age of information (AoI) as the quality of service (QoS) index of IoV cache, a system model of caching performance value is developed. To ensure the effective⁃ ness of content caching, two types of vehicular content requests with different AoI requirements are considered in a hierar⁃ chical slicing framework. Finally, the optimization problem to maximize the content caching value of cooperative content placement is formulated, which is a multi-objective, multi-dimensional and multi-choice knapsack problem and is proved to be NP-hard. Therefore, the problem is divided into several independent optimization problems, and a maximum incremen⁃ tal algorithm based on the age value of the content is designed to solve it. Simulation results show that the CAP cooperative content placement strategy outperforms other traditional methods. © 2023 Chinese Institute of Electronics. All rights reserved.
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Acta Electronica Sinica
ISSN: 0372-2112
CN: 11-2087/TN
Year: 2023
Issue: 12
Volume: 51
Page: 3410-3421
Cited Count:
SCOPUS Cited Count: 1
ESI Highly Cited Papers on the List: 0 Unfold All
WanFang Cited Count:
Chinese Cited Count:
30 Days PV: 4
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