Time Segmentation-Based Hybrid Caching in 5G-ICN Bearer Network

被引:4
|
作者
Zhao, Ke [1 ,2 ]
Han, Rui [1 ,2 ]
Wang, Xu [1 ,2 ]
机构
[1] Chinese Acad Sci, Inst Acoust, Natl Network New Media Engn Res Ctr, Beijing 100190, Peoples R China
[2] Univ Chinese Acad Sci, Sch Elect Elect & Commun Engn, Beijing 100049, Peoples R China
来源
FUTURE INTERNET | 2023年 / 15卷 / 01期
关键词
5G-ICN; mobility; hybrid caching; time segment; CENTRIC NETWORKING; 5G; EDGE; ICN; POPULARITY; LESS;
D O I
10.3390/fi15010030
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The fifth-generation communication technology (5G) and information-centric networks (ICNs) are acquiring more and more attention. Cache plays a significant part in the 5G-ICN architecture that the industry has suggested. 5G mobile terminals switch between different base stations quickly, creating a significant amount of traffic and a significant amount of network latency. This brings great challenges to 5G-ICN mobile cache. It appears urgent to improve the cache placement strategy. This paper suggests a hybrid caching strategy called time segmentation-based hybrid caching (TSBC) strategy, based on the 5G-ICN bearer network infrastructure. A base station's access frequency can change throughout the course of the day due to the "tidal phenomena" of mobile networks. To distinguish the access frequency, we split each day into periods of high and low liquidity. To maintain the diversity of cache copies during periods of high liquidity, we replace the path's least-used cache copy. We determine the cache value of each node in the path and make caching decisions during periods of low liquidity to make sure users can access the content they are most interested in quickly. The simulation results demonstrate that the proposed strategy has a positive impact on both latency and the cache hit ratio.
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页数:15
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