Overview of Data Intelligence: Technology Architecture and Application
Chunyu Jiang, Zhuo Wang, Jiafeng Tian · 2024
Data processing technology and artificial intelligence technology are converging. This paper introduces the concept of data intelligence technology and proposes a framework for data intelligence technology, which integrates data processing technology and artificial intelligence technology through a unified processing framework. This framework supports unified data acquisition, management, and analysis, as well as tasks such as data preparation, model training, model inference, and application for large models. It elaborates on the advancements and trends surrounding five core technologies: data acquisition and provisioning, storage and governance of multimodal data, integrated data intelligence platforms, large model-driven data intelligence applications, and intelligent data security.