Deployment on

On-premises AI Factory Deployment

Tue, 21 Oct 2025 00:00:00 +0000

Machine Learning (ML) training and inference are resource-intensive tasks that often require the full power of a dedicated GPU. PCI passthrough allows a Virtual Machine (VM) to have exclusive access to a physical GPU, delivering bare-metal performance for the most demanding AI workloads.

In this guide you will find the details to deploy and configure an AI-ready OpenNebula cloud using the OneDeploy tool. It covers the general process of preparing an environment for demanding AI workloads by leveraging PCI passthrough for GPUs such as the NVIDIA H100 and L40S.

On-cloud AI Factory Deployment with Scaleway

Tue, 21 Oct 2025 00:00:00 +0000

This document describes the procedure to deploy an AI-ready OpenNebula cloud using OneDeploy on a single Scaleway Elastic Metal bare-metal server equipped with GPUs.

The architecture is a converged OpenNebula installation, where the frontend services and KVM hypervisor run on the same physical host. This approach is ideal for demonstrations, proofs-of-concept (PoCs), or for quickly trying out the solution without the need for a complex physical infrastructure.

The outlined procedure is based on an instance with NVIDIA L40S GPUs as an example.