Kubeflow

Kubeflow End to End Github Issue Summarization

KubeConf 2018

• Kubeflow is a framework for running ML frameworks
• Designed to let you run ML apps in K8s
• KubeFlow
• Code Lab Tutorial

Design

App => Issue Summarization Platform => Kubeflow Infrastructure => GCP

Steps

1. Set up the env
2. Create a kubeflow cluster
3. Run a pipeline from the kubeflow pipelines dashboard
4. Run a pipeline from a Jupyter notebook
5. Clean up