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Data · netflixtechblog.medium.com · Thursday, 20 August 2026

Netflix rebuilds live ads pipeline on Flink, offloading enrichment to stateful joins

Netflix rebuilt its live ads event pipeline on Apache Flink, moving metadata enrichment out of the ad-serving critical path and into stateful streaming joins. Read on for how the design handles region-aware routing, late events, and hours of buffering without dropping ad telemetry.

Read the source: netflixtechblog.medium.com ↗In the 20 August issue →