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Grafana Integration

Create comprehensive GPU monitoring dashboards in Grafana using Visent Telemetry metrics. Import pre-built dashboard templates, customize visualizations, and set up alerting for GPU infrastructure monitoring. Supports both Prometheus and direct API data sources with real-time metric visualization.

Prerequisites

Coming soon - Grafana installation and basic configuration requirements.

Data Source Configuration

Prometheus Data Source

{
  "name": "Visent Prometheus",
  "type": "prometheus",
  "url": "http://prometheus:9090",
  "access": "proxy",
  "isDefault": false
}

Direct API Data Source

Coming soon - configuring Grafana to query Visent API directly.

Dashboard Templates

GPU Overview Dashboard

Coming soon - comprehensive GPU fleet overview dashboard template.

Node-Level Dashboard

Coming soon - detailed per-node GPU monitoring dashboard.

Workload Analytics Dashboard

Coming soon - workload-specific performance analysis dashboard.

Custom Dashboards

Panel Configuration

{
  "title": "GPU Utilization",
  "type": "graph",
  "targets": [
    {
      "expr": "visent_gpu_utilization",
      "legendFormat": "GPU {{gpu}} - {{node}}"
    }
  ],
  "yAxes": [
    {
      "min": 0,
      "max": 100,
      "unit": "percent"
    }
  ]
}

Alert Configuration

Coming soon - setting up Grafana alerts for GPU metrics.

Visualization Types

Time Series Graphs

Coming soon - trending GPU performance over time.

Heatmaps

Coming soon - GPU utilization heatmaps across clusters.

Single Stat Panels

Coming soon - key performance indicators and current values.

Table Panels

Coming soon - detailed metric tables and comparisons.

Dashboard Management

Import/Export

Coming soon - sharing and managing dashboard configurations.

Provisioning

Coming soon - automated dashboard deployment and updates.

Variables

Coming soon - using dashboard variables for dynamic filtering.

Performance Optimization

Coming soon - optimizing Grafana performance for large-scale GPU monitoring.

Troubleshooting

Coming soon - common Grafana integration issues and solutions.

Next Steps