Data Mesh Meets Blockchain

Abdulaziz Almaslukh,Abdulmajeed Alameer, Hamad Alsaleh, Fahad Alkadyan,Nasser Allheeib, Abdulaziz Alhadlag,Yazeed Alabdulkarim

International Journal of Computational Intelligence Systems(2024)

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摘要
Effective dataset management is crucial for enterprises to make informed decisions and remain competitive. However, centralized dataset management approaches often result in poor scalability, unclear governance, inaccessible data silos, and duplication of efforts. This paper proposes a distributed blockchain-based framework inspired by the data mesh architecture to address these challenges. Our proposed framework leverages blockchain’s decentralized nature to enable efficient and transparent dataset sharing across enterprise business domains. By turning datasets into digital assets and business domains into peers, our framework utilizes blockchain smart contracts to allow business domains to view, request, and share datasets. In this paper, we describe the details of our framework, and we analyze it from scalability, accessibility, security, and data governance perspectives. To validate our framework, we provide a proof-of-concept implementation with a publicly available source code.
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关键词
Data mesh,Blockchain,Dataset governance,Dataset sharing
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