Title

Monitor GPU Metrics in Oracle Cloud Infrastructure (OCI) with DCGM, Grafana and Prometheus

About Or Title

About This Workshop

Desc Long

This workshop provides hands-on experience in monitoring GPU metrics in Oracle Cloud Infrastructure using NVIDIA DCGM, Grafana, and Prometheus. Discover how to automate the installation and and how to install and configure DCGM, enabling seamless setup and streamlined performance monitoring. Learn to visualize real-time GPU stats in Grafana and set up Prometheus for efficient data collection, making GPU monitoring in OCI more efficient and scalable.

Workshop Length

2 hours

Outline

Lab 1 - Deploy VM infrastructure
Lab 2 - Install and configure Prometheus and Grafana
Lab 3 - Deploy DCGM on Oracle Linux and Ubuntu
Lab 4 - Simulate activity on the GPU VM and review metrics in Grafana

Prerequisites

Administrative access to an OCI tenancy.
Ability to spin-up GPU instances in OCI,
Ability to create resources with Public IP addresses
Some understanding of cloud and database terms is helpful
Familiarity with Oracle Cloud Infrastructure (OCI) is helpful

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