#Netflix developed a graph-based architecture for managing #ML systems: the…
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#Netflix developed a graph-based architecture for managing #ML systems: the Model Lifecycle Graph.
It maps relationships between datasets, models, features, and workflows to improve discoverability, governance, and component reuse - while enabling a self-service workflow for engineers and data scientists.
Learn more: https://bit.ly/3Rlfa6g
Netflix Introduces ‘Model Lifecycle Graph’ to Scale Enterprise Machine Learning
Netflix has developed a graph-based architecture for managing machine learning systems, called the Model Lifecycle Graph. This system maps interconnections between datasets, models, features, and workflows, addressing challenges in scaling ML operations. It enhances discoverability, governance, and component reuse while supporting a self-service approach for engineers and data scientists.
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