How to Determine ETL Frequency?
The right ETL frequency depends on business goals. Some metrics are sufficient with daily batching, while others require streaming.
Decision Criteria
- Usage scenario and tolerated latency
- Functional cost and infrastructure overhead
- Data quality and remediation processes
Hybrid Approach
Stream critical metrics and run operational reports daily. Cost and complexity remain under control.
