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Data Quality Transaction on Different Distributed Ledger Technologies

  • Chao WuEmail author
  • Liyi Zhou
  • Chulin Xie
  • Yuhang Zheng
  • Jiawei Yu
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 11473)

Abstract

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 tamper-proof 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.

Keywords

Data quality IIoT Blockchain IPFS Smart contract DAG IOTA 

Notes

Acknowledgement

This work is supported by Cybervein-ZJU Joint Lab, Fundamental Research Funds for the Central Universities, Artificial Intelligence Research Foundation of Baidu Inc, Program of ZJU Tongdun Joint Research Lab.

Supplementary material

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Copyright information

© Springer Nature Switzerland AG 2019

Authors and Affiliations

  • Chao Wu
    • 1
    Email author
  • Liyi Zhou
    • 1
  • Chulin Xie
    • 1
  • Yuhang Zheng
    • 1
  • Jiawei Yu
    • 1
  1. 1.Zhejiang UniversityHangzhouChina

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