Part 6/10:
Throttling mechanisms to control flow rates
Backup and replay capabilities for fault tolerance
For example, in streaming scenarios, replay mechanisms can reprocess data when errors occur, ensuring consistency.
Data Versioning and Change Management
Data structures evolve. JSON schemas may change, new columns added, or formats modified. Effective versioning ensures that systems adapt smoothly without disrupting ongoing processes.
Tracking versions helps identify structural changes, enabling systems to handle modifications without data corruption or loss.