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Grafana Dashboard

HAMi ships a pre-built Grafana dashboard that visualizes GPU allocation, memory usage, and per-pod utilization metrics exported by the HAMi device plugin.

Import the Dashboard

  1. Open your Grafana instance and go to Dashboards > Import.
  2. Download the dashboard template:
  3. Upload the JSON file or paste its contents into the import dialog.
  4. Select your Prometheus data source and click Import.

Dashboard Panels

The dashboard includes panels for:

  • GPU memory allocation per pod
  • GPU core utilization per pod
  • Node-level GPU resource availability
  • Device plugin health status

Prerequisites

  • Prometheus is installed and scraping the HAMi device plugin metrics endpoint.
  • The HAMi device plugin is running and exposing metrics on the configured port.

For details on enabling metrics collection, see Real-time GPU Usage and Real-time Device Usage.

CNCFHAMi is a CNCF Sandbox project