A streaming pipeline must aggregate records by when the business event occurred, even when network delays change arrival order. Which approach best fits?

Published
  1. Configure allowed lateness and trigger behavior for the window.
  2. Use the pipeline watermark and understand its limitations.
  3. Route invalid records to an observable dead-letter path.
  4. Use event-time timestamps and appropriate windowing.

Comments — 0