Snapshotting w/ Rok Overview

Rok and the associated Rok cluster sitting within the Kubeflow cluster are responsible for taking, managing, securing, and sharing Kubeflow pipeline snapshots. Before proceeding, please familiarize yourself with some of the benefits of snapshotting that is made possible by Rok. By combining Kale and Rok and the Multiple Read Write volumes in the notebook server, you can run multiple steps on multiple nodes, distribute the whole training and workload across the nodes, and maintain dependencies across these steps and nodes.

Environment Reproducibility

Model Portability w/ Authentication

Functionality & Performance Improvements