Concepts

K8 cluster

Runs the following services:

1. Jupyter Lab Sessions (IDE)
2. VS Code Sessions (IDE)
3. Jobs Sessions
4. MLFlow
5. Segmind Management Services (logging, monitoring and operators)

Container registry

Used to store the base images needed by the services mentioned above.

Object storage bucket

When you create a new Segmind cluster, the setup creates a new bucket (S3/GS buckets) to store datastore objects and outputs from your sessions.