Sponsored Keynote: Scaling Machine Learning Without Compromising Privacy

Nanda Vijaydev at KubeCon + CloudNativeCon North America 2020

No matter what kind of machine learning (ML) applications you are building for your business, securing your end-to-end ML pipeline is essential yet complicated. ML pipelines become more powerful by distributing a complex network of stages across many environments, often with multiple users and roles. This session will cover how you can leverage open source projects such as SPIRE, OPA, and Envoy to provide a fine-grained policy overlay for your ML pipeline.