Centralized vs Decentralized
A Data Lake centralizes data into one massive repository, while a Data Mesh decentralizes ownership to individual domain teams.
When to choose what?
- Data Lake: Best for smaller teams with a central data engineering pod.
- Data Mesh: Best for large enterprises where domain teams produce their own data products.