Data Quality Transaction on Different Distributed Ledger Technologies

被引:1
作者
Wu, Chao [1 ]
Zhou, Liyi [1 ]
Xie, Chulin [1 ]
Zheng, Yuhang [1 ]
Yu, Jiawei [1 ]
机构
[1] Zhejiang Univ, Hangzhou, Peoples R China
来源
BIG SCIENTIFIC DATA MANAGEMENT | 2019年 / 11473卷
关键词
Data quality; IIoT; Blockchain; IPFS; Smart contract; DAG; IOTA;
D O I
10.1007/978-3-030-28061-1_30
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Data quality is a bottleneck for efficient machine-to-machine communication without human intervention in Industrial Internet of Things (IIoT). Conventional centralised data quality management (DQM) approaches are not tamper-proof. They require trustworthy and highly skilled intermediation, and can only access and use data from limited data sources. This does not only impacts the integrity and availability of the IIoT data, but also makes the DQM process time and resource consuming. To address this problem, a blockchain based DQM platform is proposed in this paper, which aims to enable tampe-rproof data transactions in a decentralised and trustless environment. To fit for different quality requirements, our platform supports customisable smart contracts for quality assurance. And to improve our platform's performance, we discuss and analyze different distributed ledger technologies.
引用
收藏
页码:301 / 318
页数:18
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