Decoupling Inference from State Updates in Low-Latency Feature Engines via Probabilistic Thinning

Augusto Peres, Iker Perez, Pedro Valdeira +4

Streaming data systems increasingly underpin Machine Learning workflows that maintain large numbers of continuously updated aggregations. In production settings, each incoming even…