Data Warehouse Architecture
Data Warehouse Architecture can be design in different way. Its depend on the specific business requirement that means it’s vary depending upon the specifics of an organization's need.
Below is standard Data Warehouse Architecture:
Data Warehouse Architecture / Diagram |
Most Data Warehouse Architecture contains the below components or Layers as mentioned below:
- Metadata Layer
- Data Sources
- Production Data
- Internal Data
- Archived Data
- External Data
- Data Staging Area
- Data Extraction
- Data Transformation
- Data Loading
- ETL Layer
- Data Mart - Target
- Data Mart 1
- Data Mart 2
- Data Mart n…
- ODS - Operational Data Store
- Data Storage Layer
- Data Logic Layer
- System Operations Layer
- Multiple Data Marts
- Data Information / Presentation Area
- Management and Control Component
The most common Data Warehouse Architectures are as follow:
- DWH Architecture – Basic
- DWH Architecture – with Data Staging Layer
- DWH Architecture – with Data Staging and Data Mart Layers
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