DCGM Exporter
Exposes NVIDIA GPU metrics for Prometheus monitoring using the NVIDIA Data Center GPU Manager (DCGM).
What is DCGM Exporter?
DCGM-Exporter is a Prometheus exporter that collects and exposes metrics from NVIDIA GPUs using the NVIDIA Data Center GPU Manager (DCGM). It solves the problem of monitoring GPU performance, health, and utilization in data center and cloud-native environments by providing standardized metrics that can be scraped by Prometheus and visualized in tools like Grafana.
System administrators, DevOps engineers, and data scientists who manage GPU-accelerated workloads in Kubernetes clusters, data centers, or High-Performance Computing (HPC) environments and need detailed GPU monitoring.
Developers choose DCGM-Exporter because it provides a production-ready, officially supported way to monitor NVIDIA GPUs with deep integration into the Prometheus ecosystem. Its flexibility, Kubernetes-native deployment, and support for custom metrics and HPC job mapping make it superior to basic monitoring solutions.
Overview
NVIDIA GPU metrics exporter for Prometheus leveraging DCGM
Use Cases
Best For
- Monitoring NVIDIA GPU performance in Kubernetes clusters
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