How we measure data completeness at scale | Datadog

What this post added

Introduced a novel approach to measure data completeness at scale by defining pipeline segments and tracking payloads via create and acknowledgment events. Developed an idempotent time-bucket model for counting, and a method to compute end-to-end pipeline completeness from segment ratios, including handling sequential and parallel pipeline structures.