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Charmed Kubeflow documentation
Charmed Kubeflow documentation
  • Tutorials
    • Get started
    • Build your first ML model
  • How to
    • Install
      • General installation
      • Install in an air-gapped environment
      • Install on AKS
      • Install on EKS
      • Install on GKE
      • Install behind a web proxy
      • Install on NVIDIA DGX
      • Install using Terraform
    • Manage
      • Upgrade
        • Upgrade from 1.9 to 1.10
        • Upgrade from 1.8 to 1.9
      • Uninstall
      • Troubleshoot
      • Back up control plane
      • Restore control plane
      • Integrate with COS
      • Integrate with MinIO
      • Integrate with MLflow
      • Manage profiles
      • Configure High Availability for Istio Gateway
      • Configure Kubeflow Notebook creation page
      • Enable HTTPS
      • Enable Istio CNI plugin
    • Use
      • Configure advanced scheduling
      • Customise link configuration
      • Leverage PodDefaults
      • Use NVIDIA GPUs
      • Deploy NVIDIA NIMs
      • Launch NVIDIA NGC notebooks
      • Serve a model using Triton Inference Server
      • Deploy Autoscaling model serving
      • Perform inference on ISVCs using access tokens
    • Integrate with
      • Azure Blob Storage
      • Azure spot virtual machines
      • Identity providers
      • InAccel FPGA Operator
  • Reference
    • Release notes
      • Charmed Kubeflow 1.10
      • Charmed Kubeflow 1.9
      • Charmed Kubeflow 1.8
    • Supported versions
    • Monitoring
      • Prometheus metrics
      • Prometheus alerts
      • Grafana dashboards
      • Loki logs
  • Explanation
    • System architecture
    • Workload scheduling patterns
    • Security
      • Authentication
      • Authorisation
      • Cryptography
    • Charmed vs. upstream
    • MLOps tools
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MonitoringΒΆ

Integrating Charmed Kubeflow (CKF) with the Canonical Observability Stack (COS) enables monitoring resources for CKF charms.

This integration includes Prometheus, Grafana and Loki. See Integrate with COS for more details.

Learn about Prometheus metrics and alerts:

  • Prometheus metrics
  • Prometheus alerts

Learn about Grafana dashboards:

  • Grafana dashboards

Learn about Loki logs:

  • Loki logs
Copyright © 2025 CC-BY-SA, Canonical Ltd.
Last updated on Jul 15, 2025
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Contents
  • Monitoring