A Novel Caching Strategy in Social Content-Centric Networking with Mobile Edge Computing

被引:0
|
作者
Zhu, Dali [1 ,2 ]
Liang, Jie [1 ,2 ]
Liu, Haitao [1 ,2 ]
Ping, Heng [3 ]
Li, Ting [1 ,2 ]
Zhang, Hangsheng [1 ,2 ]
Geng, Liru [1 ,2 ]
Liu, Yinlong [1 ,2 ]
机构
[1] Chinese Acad Sci, Inst Informat Engn, Beijing 100093, Peoples R China
[2] Univ Chinese Acad Sci, Sch Cyber Secur, Beijing 100049, Peoples R China
[3] Sina Weibo Inc, Beijing 100193, Peoples R China
来源
2020 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (ISCC) | 2020年
关键词
social content-centric networking; mobile edge computing; caching strategy; popularity prediction;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the rapid growth of multimedia content in the social content-centric network (SocialCCN), in-network caching and caching strategy are becoming more and more important for efficient content delivery, but it also brings huge challenges to the cache space and computing capabilities in the network. In order to increase cache space and improve the computing capability in SocialCCN, in this paper, we integrate Mobile edge computing with SocialCCN (MeSoCCN) and design a novel caching strategy in MeSoCCN. Firstly, we proposed MeSoCCN, a novel architecture that integrates Mobile Edge Computing (MEC) in SocialCCN. Then, in MeSoCCN, a caching strategy based on popularity prediction is designed, which can increase the cache hit rate and reduce hop redundancy. We predict content popularity in the future and make cache placement and replacement decisions based on the prediction results. Finally, we conducted experiments and verified the effectiveness of the proposed caching strategy in MeSoCCN.
引用
收藏
页码:743 / 748
页数:6
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