How Netflix built a massive graph to track the lineage of every ML model
7 min read
mlops
Netflix engineered a centralized Model Lifecycle Graph to track, trace, and manage the sprawling web of machine learning models across their entire ecosystem. This graph architecture solves the visibility nightmare of deploying disparate ML experiments at enterprise scale....