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  • 标题:Technical Sustainability of Cloud-Based Blockchain Integrated with Machine Learning for Supply Chain Management
  • 本地全文:下载
  • 作者:Simon Wong ; John-Kun-Woon Yeung ; Yui-Yip Lau
  • 期刊名称:Sustainability
  • 印刷版ISSN:2071-1050
  • 出版年度:2021
  • 卷号:13
  • 期号:15
  • 页码:8270
  • DOI:10.3390/su13158270
  • 语种:English
  • 出版社:MDPI, Open Access Journal
  • 摘要:Knowing the challenges of keeping and manipulating more and more immutable transaction records in a blockchain network of various supply chain parties and the opportunities of leveraging sophisticated analyses on the big data generated from these records, design of a robust blockchain architecture based on a cloud infrastructure is proposed. This paper presents this technical design with consideration of the technical sustainability in terms of scalability and big data processing and analytics. A case study was used to illustrate how the technical sustainability is achieved by applying the proposed technical design to the real-time detection of the maritime risk management. This case also illustrates how machine learning mechanism helps to reduce maritime risk by guiding a cargo ship to adjust to the planned or safe route from a detour to a danger zone. This paper also discusses the implications for further research direction.
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