Intelligent adaptation system and method for heterogeneous data lake in a simulation engine
By constructing an intelligent adaptation system for heterogeneous data lakes in simulation engines, the problems of low access efficiency and difficult semantic mapping of heterogeneous data in simulation engine systems are solved. This enables rapid data access, format conversion, and semantic unification, improving data processing efficiency and accuracy, and reducing storage costs and operational complexity.
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- SICHUAN JIUZHOU SOFTWARE CO LTD
- Filing Date
- 2026-03-16
- Publication Date
- 2026-06-19
AI Technical Summary
Existing simulation engine systems suffer from problems such as low data access efficiency, complex format conversion, and difficulty in semantic mapping when processing heterogeneous data, and cannot meet the requirements of real-time performance, accuracy, and scalability.
An intelligent adaptation system for heterogeneous data lakes in a simulation engine is constructed, including a data source layer, a data access layer, a data processing layer, a data storage layer, and a data management layer. It adopts technologies such as plug-in design, machine learning algorithms, hierarchical storage architecture, and ontology construction to achieve rapid access, format conversion, semantic mapping, and quality assurance of heterogeneous data.
It enables rapid access and automatic adaptation of heterogeneous data sources, unifies data quality and semantics, significantly improves data processing efficiency and accuracy, reduces storage costs and operational complexity, and enhances system scalability and real-time performance.