HARD
Meta News Feed Ranking
Rank feed items for 3B+ users. Maximize engagement and time spent.
Estimated Time: 120 minutes
#feed#ml#ranking#scale
Solution Overview
ML ranking models (LightGBM, Deep Learning), A/B testing, feedback loops, edge serving.
Used By Companies
MetaGoogleAmazon
Solution Overview
ML ranking models (LightGBM, Deep Learning), A/B testing, feedback loops, edge serving.
Approach
Deep learning rankers, A/B testing, incremental training, edge serving
Companies
- •Meta
- •Amazon
Components
- •ML ranker
- •Feedback collector
- •A/B framework
- •Model serving
- •Feature store