企业数字化转型下基于湖仓一体化的数据中台建设探索与研究

Exploration and Research on Data Mid-End Construction Based on Lakehouse Under Digital Transformation of Enterprises

大数据、人工智能的日益发展,进一步推动了企业数字化转型的步伐。基于数据中台以数字驱动企业进行变革与创新,可有效提升企业产品的市场竞争力。本文先对企业面临的现状问题、行业数据架构演变进行了研究和阐述,进而围绕如何基于湖仓一体化来建设数据中台进行了重点研究,给出数据中台的建设框架和实施方案。基于湖仓一体化的先进思想实现数据中台落地,可助力企业数字化转型,推动大数据人工智能在现代化企业中的应用和发展。

The increasing development of big data and artificial intelligence has further promoted the pace of digital transformation of enterprises.Based on the data mid-end,the digital drived enterprises are transforming and innovating,which can effectively enhance the market competitiveness of enterprise products.This paper first studies and elaborates on the current problems faced by enterprises and the evolution of industry data structure,and then focuses on how to build a data mid-end based on lakehouse,and gives a framework and implementation plan for the construction of a data mid-end.The implementation of the data mid-end based on the advanced idea of lakehouse can help the digital transformation of enterprises and promote the application and development of big data and artificial intelligence in modern enterprises.