Research on big data circulation and application architecture

MingChuan Yang; Lu Gao; Bing Qian

doi:10.1117/12.2668215

28 June 2023 Research on big data circulation and application architecture

MingChuan Yang, Lu Gao, Bing Qian

Proceedings Volume 12720, 2022 Workshop on Electronics Communication Engineering; 1272004 (2023) https://doi.org/10.1117/12.2668215
Event: 2022 Workshop on Electronics Communication Engineering (WECE 2022), 2022, Xi'an, China

Abstract

This paper analyzes the research progress and existing problems of digital industrialization at home and abroad, and proposes an architecture that integrates data, computing power, cloud and network. The architecture consists of three layers: data acquisition layer, edge layer and center layer. And it puts forward solutions to four core problems involved in digital industrialization: data grading lakehouse scheme for data storage, data-intelligence integration for data fusion, privacy computing-based scheme for data circulation and blockchain-based scheme for data transaction. At the same time, the technical maps of data, computing power, cloud and network are summarized and analyzed.

Citation Download Citation

MingChuan Yang, Lu Gao, and Bing Qian "Research on big data circulation and application architecture", Proc. SPIE 12720, 2022 Workshop on Electronics Communication Engineering, 1272004 (28 June 2023); https://doi.org/10.1117/12.2668215

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