Netflix ontwikkelt grafisch systeem voor beheer van machine learning op schaal

Netflix has unveiled the Model Lifecycle Graph, a graph-based framework designed to streamline the management of machine learning infrastructure at enterprise scale. The system creates visual connections between datasets, models, features, and workflows, enabling organizations to better track dependencies and relationships across their ML ecosystems. By improving discoverability and governance capabilities, the architecture allows teams to more easily identify and reuse existing components rather than building redundant solutions. The framework supports a self-service model that empowers engineers and data professionals to work more independently while maintaining oversight of their machine learning operations.