GPU Infrastructure / Accelerated Compute

Compute That's
Built to Perform.

Dedicated GPU infrastructure built around your workload. Deploy in a VEXXHOST data centre or bring Atmosphere to the GPU hardware you already own.

Request a GPU quote See deployment models

VEXXHOST / AI Capacity by design

Accelerator fabricNodes / 04

GPU.01

Ready

GPU.02

Ready

GPU.03

Ready

GPU.04

Standby

Atmosphere / OpenStack / Your hardware or ours

Training and inference

Your hardware or ours

Atmosphere powered

Managed operations available

How it starts

Capacity Follows the Workload.

We qualify the actual work before prescribing hardware or a commercial model.

Profile

Understand the workload, framework, data, concurrency, performance target and growth pattern.

Place

Choose VEXXHOST-hosted or customer-premises deployment according to control, residency and economics.

Design

Shape compute, storage, networking, platform and operating responsibility into one architecture.

Operate

Deploy the platform and establish the support or managed-operations model for production.

Deployment models

The Same Control Plane. The Location Is Yours to Choose.

Hardware ownership and physical location should not dictate the operating experience. VEXXHOST brings a consistent open platform and support model to both.

Option A

VEXXHOST-Hosted

Dedicated GPU capacity in a VEXXHOST data centre, sized and quoted around the workload.

Option B

Customer Premises

Your GPU hardware in your data centre, deployed with the VEXXHOST platform, engineering, support and optional managed operations.

Included With Either Deployment Path

Control plane

Atmosphere and OpenStack

A production cloud platform for provisioning, isolation, networking, storage and lifecycle management.

Operations

Support or Fully Managed

Retain operational control with expert support or hand the platform operations to VEXXHOST.

What the product delivers

More Than Access to a GPU.

The valuable product is a usable, supportable environment around accelerated hardware.

COMPUTE

Workload-Sized Capacity

Infrastructure is selected around memory, throughput, latency, scale and availability requirements.

PLATFORM

Cloud Operating Layer

Atmosphere and OpenStack provide APIs, tenancy, networking and repeatable lifecycle management.

DATA

Storage Close to Compute

Design block, object and file storage around training datasets, model artifacts and inference demand.

NETWORK

The Fabric Matters

Plan east-west throughput, external connectivity and placement as part of the GPU system.

ACCESS

VM, Bare Metal or Containers

Match the workload to the appropriate consumption and isolation model.

OPERATIONS

Day 2 Is Included

Monitoring, support, upgrades and managed operations are available beyond the initial deployment.

The VEXXHOST AI portfolio

Infrastructure, inference and expertise. Use one or connect all three.

Explore the full AI portfolio

You are here

GPU Infrastructure

Platform

AI Inference

Professional Services

AI Advisory

Scope the infrastructure

Tell Us What Needs to Run.

You do not need to arrive with a GPU model or cluster design. Start with the workload, location and timeline.

Hosted or customer-premises deployment
Training, inference and accelerated workloads
Support or Fully Managed operations
Custom capacity and commercial proposal

Direct line / Sales engineering

Request a GPU infrastructure quote

Share what you know. We will qualify the rest with you.

Field notes / Latest

What production is teaching us.

Engineering notes from operating open infrastructure: the failures, design decisions, and upstream work that make open infrastructure better.

Browse all field notes

OpenStackOctober 6, 2026

VMware Alternative: What to Evaluate Before Moving to OpenStack

Evaluate OpenStack as a VMware alternative, including networking, storage, hardware reuse, migration methods, downtime, workload waves, and Day 2 operations.

Read field note

OpenStackOctober 6, 2026

The Hidden Cost of Infrastructure Exceptions

Infrastructure exceptions add hidden complexity to automation, upgrades, troubleshooting, and operations. Learn when standardization matters.

Read field note

OpenStackOctober 1, 2026

OpenStack Private Cloud: Architecture, Costs & Use Cases

Learn how OpenStack private cloud works, what drives its cost, how it compares with public cloud and virtualization, and when it makes sense for your infrastructure.

Read field note