Operational vs Analytical Systems: Why OLTP, OLAP, Warehouses, and Data Lakes Exist
Data SystemsA data system is not one thing. Operational databases, analytics engines, warehouses, lakes, and derived datasets exist because products ask very different questions at very different speeds.





