Kubernetes-GPU-Jupyterhub-Dashboard

A dashboard to monitor kubernetes cluster with GPU and JupyterHub for use with the Jupyterhub-Prometheus-Stack-Production ansible-playbook

Demo

Notes

Version

• dashboard.json: for headless deployment with helm dashboard provider
  • This version comes with variable hard coded onto the dashboard
• dashboard-portable.json: For manual deployment using WebUI

Pods selector

The Dashboard use regex to identifly JupyterHub user pods using prefix (jupyter- if installed with default helm chart). This can be changed in jhubNameLabel in Settings -> Variables.

Avoid deploying other pods with the same prefix.

Potential change in syntax

The promQL to querry the metrics can change base on the exporter version. Check the querry if some values are missing.

Alternative Use

Can be used to monitor Kubernetes cluster with other applications by deleting the irrelevent tabs (e.g. JupyterHub, GPU).

Based On

• 1 K8S for Prometheus Dashboard
• Grafana Dashboards for JupyterHub
• NVIDIA DCGM Exporter Dashboard