Powering Real-Time AI at Pinterest: Feature Management at Scale with Galaxy Signal Platform.
Learn about Pinterest’s Galaxy Platform: architecture, real-time feature serving, and lessons at scale.
Learn about Pinterest’s Galaxy Platform: architecture, real-time feature serving, and lessons at scale.
How do you deliver fresh, consistent, and highly reliable features to AI models—across billions of entities and hundreds of millions of users—in real-time? Pinterest’s Galaxy Platform answers this at scale. In this talk, we’ll share the architecture powering Galaxy, our learnings from evolving it into a real-time online feature store, and lessons from sub-second serving features to models powering Home Feed, Search, and Ads.
