Real-Time Device Reach Forecasting Using HLL and MinHash Data Sketches

Chandrashekar Muniyappa, Kendall Willets, Sriraman Krishnamoorthy

Predicting the right number of TVs (Device Reach) in real-time based on a user-specified targeting attributes is imperative for running multi-million dollar ADs business. The tradi…