A Data Middle Platform Architecture Based on Microservice Serving Power Grid Business

At present, the general capacity building based on the data middle platform is still in the exploratory stage, the enterprise information service capacity has not been effectively accumulated, and the phenomenon of repeated development is serious. This paper proposes a data middle platform architecture based on microservices, which can precipitate enterprise-level data resources and model service capabilities, avoid repeated development of the same functional code, repeated model training, and shortens the model iteration cycle and development cost. The architecture can currently support the accumulation and reuse of general data, general feature operators, and general machine learning models, and can efficiently support file transfer between business information systems and data middle platform.