Deploying Kubeflow

Since MicroK8s version 1.22, Kubeflow is no longer available as an add-on; instead, Ubuntu has released Charmed Kubeflow (https://charmed-kubeflow.io/), which is a complete collection of Kubernetes operators for delivering the 30+ apps and services that make up the latest version of Kubeflow for easy operations anywhere, from desktops to on-premises, public cloud, and the edge.

Kubeflow is available as a charm, which is a software package that contains a Kubernetes operator as well as information that allows you to integrate many operators into a unified system. This technology utilizes the Juju Operator Lifecycle Manager (OLM) to provide Kubeflow operations from day 0 to day 2.

To give an overview of Juju, it is an open source modeling tool for cloud-based software operations. It enables you to rapidly and efficiently deploy, set up, manage, maintain, and scale cloud applications on public clouds, as well as physical servers, OpenStack, and containers. More...