Effective Data Selection and Management Method Based on Dynamic Regulation in Opportunistic Social Networks

被引:11
|
作者
Wu, Jia [1 ]
Yin, Sheng [1 ]
Xiao, Yutong [1 ]
Yu, Genghua [1 ]
机构
[1] Cent South Univ, Sch Comp Sci & Engn, Changsha 410075, Hunan, Peoples R China
基金
中国国家自然科学基金;
关键词
opportunistic social network; competitive relationship; effective data; state of the node; cache value; DATA DISSEMINATION; ALGORITHM;
D O I
10.3390/electronics9081271
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
5G has brought a huge increase in data, and the number of nodes and types of messages are becoming more and more complex. The Internet of things has become a large and complex network. More and more devices can be used as nodes in opportunistic social networks. The attitude of nodes to messages is different and changeable. However, in the previous opportunistic network algorithm and mass data transmission environment, due to the lack of effective information selection and management means, it was easy to lead to transmission delay and high consumption. Therefore, we propose Effective Data Selection and Management (EDSM). EDSM uses the current state of the node as the basis for forwarding messages. When the cache space is insufficient, EDSM will perform cache replacement based on the message cache value and delete the information with the lowest cache value. Simulation results show that the algorithm has good performance in terms of delivery rate and latency.
引用
收藏
页码:1 / 18
页数:16
相关论文
共 50 条
  • [1] Effective Data Communication Based on Social Community in Social Opportunistic Networks
    Guan, Peiyuan
    Wu, Jia
    IEEE ACCESS, 2019, 7 : 12405 - 12414
  • [2] An Effective Data Transmission Algorithm Based on Social Relationships in Opportunistic Mobile Social Networks
    Yan, Yeqing
    Chen, Zhigang
    Wu, Jia
    Wang, Leilei
    ALGORITHMS, 2018, 11 (08):
  • [3] Effective Data Transmission and Control Based on Social Communication in Social Opportunistic Complex Networks
    Yang, Weiyu
    Wu, Jia
    Luo, Jingwen
    COMPLEXITY, 2020, 2020
  • [4] Data Transmission and Management Based on Node Communication in Opportunistic Social Networks
    Xiao, Yutong
    Wu, Jia
    SYMMETRY-BASEL, 2020, 12 (08):
  • [5] An effective data transmission scheme based on IoT system in opportunistic social networks
    Huang, Zhuoqi
    Li, Xiaoli
    Wu, Jia
    INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS, 2022, 35 (04)
  • [6] Effective Data Transmission Strategy Based on Node Socialization in Opportunistic Social Networks
    Yan, Yeqing
    Chen, Zhigang
    Wu, Jia
    Wang, Leilei
    Liu, Kanghuai
    Wu, Yuzhou
    IEEE ACCESS, 2019, 7 : 22144 - 22160
  • [7] Effective path prediction and data transmission in opportunistic social networks
    Wu, Jia
    Zou, Wenhao
    Long, Huiyun
    IET COMMUNICATIONS, 2021, 15 (17) : 2202 - 2211
  • [8] Effective Data Transmission Based on Cluster User Communications in Opportunistic Complexity Social Networks
    Xiong, Wangping
    Zhou, Xian
    Wu, Jia
    IEEE ACCESS, 2020, 8 : 196472 - 196481
  • [9] Effective Data Optimization and Evaluation Based on Social Communication with AI-Assisted in Opportunistic Social Networks
    Li, Limiao
    Gou, Fangfang
    Long, Huiyun
    He, Keke
    Wu, Jia
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2022, 2022
  • [10] Effective communication data transmission based on community clustering in opportunistic social networks in IoT system
    Zhang, Xiangxiang
    Chang, Liu
    Luo, Jingwen
    Wu, Jia
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2021, 41 (01) : 2129 - 2144