Designing Effective Ad Mixing in Short‑Video Feed Streams

The article examines common pitfalls of naïve ad insertion in short‑video feeds, explains how cursor‑based pagination prevents duplicate ads, and outlines a client‑side mixing architecture that isolates services, meets strict latency requirements, and ensures accurate ad billing.

ad mixingbackend designclient-side rendering

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