Research on big data circulation and application architecture

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.