Distributed Readings

Aggregating engineering wisdom, one blog at a time.

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Fetched August 10th, 2026
Meta

From User Sequences to Scaling Laws: A Multi-Stage Architecture for Meta’s Ads Ranking

How to efficiently rank ads at scale by leveraging temporal signals from user action sequences rather than relying on static, manually engineered sparse features across billions of daily interactions.

ml-systems real-time-systems
5 min

Fetched August 3rd, 2026
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