Research on multi-source heterogeneous big data governance architecture based on cloud-edge-end
With the continuous improvement of digitization in the manufacturing process of aviation airborne products,the massive multi-source heterogeneous industrial data grows geometrically,and these real-time and non-real-time intermingled big data put forward higher requirements for the data management capability of the system.In this paper,a multi-source heterogeneous data governance architecture based on cloud-edge-end is designed to enhance data transmission and management performance,focusing on data sampling synchronization mechanism,edge data governance,cloud data governance and other aspects of the functional de-sign,and the feasibility and usability of the architecture is verified through experiments,which can support the differentiated needs of various node data applications in the cloud-edge-end.
cloud-edge-endmulti-source heterogeneousbig data governancearchitecture design
国家科技期刊平台
NSTL
万方数据
