What is event time vs processing time in stream processing?

Event time is when data is generated; processing time is when it is processed.

Event time reflects the actual timestamp of occurrence, while processing time depends on system ingestion delay. Real-world systems prefer event-time semantics to ensure correctness in late or out-of-order data scenarios. Watermarking is used to handle late events.