The central dashboard lets you access all components available on the platform. The most important components are:
- Notebook Servers: To manage Notebook servers.
- Volumes: To manage the cluster’s Volumes.
- Experiments (KFP): To manage Kubeflow Pipelines (KFP) experiments.
- Pipelines: To manage KFP pipelines.
This component allows you to configure a personal workspace on the cluster. You can choose your required compute resources (CPU, RAM, GPU) and attach volumes for data storage and access.
Learn how to configure and customize your workspaces!
You can (and should) create Volumes independent of the Notebook servers and attach them later. It is best practice to create an EFS Volume in the Volumes tab and attach it to the new notebook server.
Find further details here.
Kubeflow Pipelines (KFP) is a tool to define and orchestrate workflows on the cluster. Each Pipeline belongs to an Experiment. To start using KFP, you first create and experiment and later define and execute pipelines in the context of this experiment.