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
相关论文
共 50 条
  • [1] Multi-Head Attention Based Popularity Prediction Caching in Social Content-Centric Networking With Mobile Edge Computing
    Liang, Jie
    Zhu, Dali
    Liu, Haitao
    Ping, Heng
    Li, Ting
    Zhang, Hangsheng
    Geng, Liru
    Liu, Yinlong
    IEEE COMMUNICATIONS LETTERS, 2021, 25 (02) : 508 - 512
  • [2] A smart caching mechanism for mobile multimedia in information centric networking with edge computing
    Tang, Yayuan
    Guo, Kehua
    Ma, Jianhua
    Shen, Yutong
    Chi, Tao
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2019, 91 : 590 - 600
  • [3] Energy-Efficient In-Network Caching for Content-Centric Networking
    Li, Jun
    Liu, Bin
    Wu, Hao
    IEEE COMMUNICATIONS LETTERS, 2013, 17 (04) : 797 - 800
  • [4] Caching Resource Allocation and Mobility Aware in Information-Centric Networking with Mobile Edge Computing
    Khan, Daud
    Haopeng, Chen
    Din, Najamul
    2020 IEEE INTL SYMP ON PARALLEL & DISTRIBUTED PROCESSING WITH APPLICATIONS, INTL CONF ON BIG DATA & CLOUD COMPUTING, INTL SYMP SOCIAL COMPUTING & NETWORKING, INTL CONF ON SUSTAINABLE COMPUTING & COMMUNICATIONS (ISPA/BDCLOUD/SOCIALCOM/SUSTAINCOM 2020), 2020, : 168 - 174
  • [5] Content Clustering and Popularity Prediction Based Caching Strategy in Content Centric Networking
    Jiang, Xinwei
    Zhang, Tiankui
    Zeng, Zhimin
    2017 IEEE 85TH VEHICULAR TECHNOLOGY CONFERENCE (VTC SPRING), 2017,
  • [6] Recent advances in mobile edge computing and content caching
    Safavat, Sunitha
    Sapavath, Naveen Naik
    Rawat, Danda B.
    DIGITAL COMMUNICATIONS AND NETWORKS, 2020, 6 (02) : 189 - 194
  • [7] Collaborative Task Offloading and Service Caching Strategy for Mobile Edge Computing
    Liu, Xiang
    Zhao, Xu
    Liu, Guojin
    Huang, Fei
    Huang, Tiancong
    Wu, Yucheng
    SENSORS, 2022, 22 (18)
  • [8] Cooperative Content Caching for Mobile Edge Computing With Network Coding
    He, Weisheng
    Su, Yuhan
    Xu, Xueting
    Luo, Zhaohui
    Huang, Lianfen
    Du, Xiaojiang
    IEEE ACCESS, 2019, 7 : 67695 - 67707
  • [9] Efficient caching strategy in wireless networks with mobile edge computing
    Chen, Ying
    Chen, Shuang
    Chen, Xin
    PEER-TO-PEER NETWORKING AND APPLICATIONS, 2020, 13 (05) : 1756 - 1766
  • [10] Efficient caching strategy in wireless networks with mobile edge computing
    Ying Chen
    Shuang Chen
    Xin Chen
    Peer-to-Peer Networking and Applications, 2020, 13 : 1756 - 1766