A trust-based minimum cost and quality aware data collection scheme in P2P network

• Published in: Peer-to-peer networking and applications Vol. 13; no. 6; pp. 2300 - 2323
• Main Authors: Ren, Yingying, Zeng, Zhiwen, Wang, Tian, Zhang, Shaobo, Zhi, Guoming
• Format: Journal Article
• Language: English
• Published: New York Springer US 01.11.2020; Springer Nature B.V
• Subjects: Budgets; Communications Engineering; Computer Communication Networks; Data collection; Engineering; Information Systems and Communication Service; Machine learning; Minimum cost; Networks; Optimization; Peer to peer computing; Signal,Image and Speech Processing; Social networks; Special Issue on Security and Privacy in Machine Learning Assisted P2P Networks; Trust; Trustworthiness; Data collection; Minimum cost; Security; P2P network; Trust; Machine learning

Peer-to-Peer (P2P) network can be a promising big data application platform. However, efficient data collection in network still faces a huge challenge in security. In this paper, we utilize the idea of machine learning to select trusted data reporter to collect data. The data collection optimizatio...