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

Configure Prometheus integration as data source
Set up alerts for comprehensive monitoring
Explore API access for custom integrations

Introduction

Telemetry

Atlas

Forge

Integrations

API Reference

SDKs

References

Grafana Integration

Grafana Integration

Prerequisites

Data Source Configuration

Prometheus Data Source

Direct API Data Source

Dashboard Templates

GPU Overview Dashboard

Node-Level Dashboard

Workload Analytics Dashboard

Custom Dashboards

Panel Configuration

Alert Configuration

Visualization Types

Time Series Graphs

Heatmaps

Single Stat Panels

Table Panels

Dashboard Management

Import/Export

Provisioning

Variables

Performance Optimization

Troubleshooting

Next Steps

​Grafana Integration

​Prerequisites

​Data Source Configuration

​Prometheus Data Source

​Direct API Data Source

​Dashboard Templates

​GPU Overview Dashboard

​Node-Level Dashboard

​Workload Analytics Dashboard

​Custom Dashboards

​Panel Configuration

​Alert Configuration

​Visualization Types

​Time Series Graphs

​Heatmaps

​Single Stat Panels

​Table Panels

​Dashboard Management

​Import/Export

​Provisioning

​Variables

​Performance Optimization

​Troubleshooting

​Next Steps

Grafana Integration

Prerequisites

Data Source Configuration

Prometheus Data Source

Direct API Data Source

Dashboard Templates

GPU Overview Dashboard

Node-Level Dashboard

Workload Analytics Dashboard

Custom Dashboards

Panel Configuration

Alert Configuration

Visualization Types

Time Series Graphs

Heatmaps

Single Stat Panels

Table Panels

Dashboard Management

Import/Export

Provisioning

Variables

Performance Optimization

Troubleshooting

Next Steps