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Tuesday, November 19 • 11:50am - 12:25pm
Enabling Kubeflow with Enterprise-Grade Auth for On-Prem Deployments - Yannis Zarkadas, Arrikto & Krishna Durai, Cisco

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Kubeflow is an open source machine learning platform built on Kubernetes. Every service in Kubeflow is implemented either as a Custom Resource Definition (CRD) (e.g., TensorFlow Job) or as a standalone service (e.g., Kubeflow Pipelines).

As enterprises start to adopt Kubeflow, the need for access control, authentication, and authorization is emerging. An enterprise-grade solution to authenticate and authorize on two API layers: Kubernetes APIs and Kubeflow’s stand-alone services APIs. For better adoption, the solution should also integrate seamlessly with existing user management solutions in enterprises, such as LDAP or Active Directory (AD).

We present how we combined open-source, cloud-native technologies to design and implement a flexible, modular solution for enterprise authentication and authorization in Kubeflow. The talk will include a live demo.

Speakers
avatar for Yannis Zarkadas

Yannis Zarkadas

Software Engineer, Arrikto
A software engineer at Arrikto, Yannis is a contributor at Kubeflow and is the author and maintainer of the ScyllaDB Operator and the Rook Cassandra Operator.
avatar for Krishna Durai

Krishna Durai

Software Engineer, Cisco
Krishna is a software engineer at Cisco, Bangalore and is a contributor to the Kubeflow open-source project. He has been designing and engineering AI platforms in enterprise domains like healthcare.



Tuesday November 19, 2019 11:50am - 12:25pm
Room 16AB - San Diego Convention Center Mezzanine Level