Azure Virtual Desktop

GPU virtual desktops on Azure Local

Design, engineering and imaging applications need a GPU. We build AVD session hosts that share physical GPUs in your Azure Local machines.

What we do

Scope of the work

  • Choose GPUs and machines that are supported for the cluster
  • Decide between dedicated GPUs and partitioned GPUs per desktop
  • Install and maintain host and guest drivers
  • Tune the display protocol for graphics workloads
  • Test with the real applications and real files
What you receive
  • GPU-enabled session hosts in a dedicated host pool
  • A tested sizing: users per GPU for your applications
  • A driver update procedure

Billed at $150.00 per hour. Ask Keith for an estimate.

Field notes

What we check first.

Driver pairs

Host and guest GPU drivers must match supported versions. An unplanned driver update is the usual cause of a broken desktop.

Failover with GPUs

GPU-attached virtual machines behave differently when a machine is drained. We plan capacity so updates do not take desktops down.

Power and cooling

GPUs change the power and cooling budget of a machine. We check it with the hardware vendor's figures.

How an engagement runs

Four steps, written down.

I
Scope

A call with Keith

You describe the goal, the estate and the deadline. Keith turns it into a written scope with an hour estimate at the hourly rate.

II
Design

A written design by Gus

Gus reviews the environment and gives you a written design with each decision and its reason.

III
Build

Hands-on implementation

Gus implements in your tenant and your racks, remotely or on site, with every change logged as it is made.

IV
Hand over

Documents and a named contact

You receive the as-built record and the runbooks. Keith stays on as your account and project manager.

Questions

Asked before every engagement.

How many users can share one GPU?

It depends on the application and the GPU memory each user needs. We measure it in a pilot before sizing the purchase.

Can the same GPUs serve AI workloads?

Sometimes, on separate schedules or separate machines. Mixing interactive desktops and inference on one GPU is rarely a good idea.

What does the consulting cost?

Consulting is billed at $150.00 per hour. Keith sends a written hour estimate after the scoping call, and work starts when you approve it.

Rate and contacts

One rate. Two people.

Consulting is billed at $150.00 per hour. Keith runs sales, project management and your account. Gus does the architecture, the design and the implementation.

Hourly rate
$150.00

per consulting hour, for every consulting service

Sales, project management and account management

Keith

keith@apexvanguard.ai
Architecture, design and implementation

Gus

gus@gusitllc.com

Independent practice, not affiliated with Microsoft. Azure Local consulting is part of the infrastructure consulting practice of Gus IT LLC, an independent firm. It is not affiliated with, endorsed by or sponsored by Microsoft Corporation, Dell Technologies, Fortinet or any other vendor named on this site. Microsoft, Azure, Azure Local, Azure Stack HCI, Azure Arc, AKS, Azure Virtual Desktop, Hyper-V and Windows Server are trademarks of Microsoft Corporation. Dell, PowerEdge, PowerSwitch and iDRAC are trademarks of Dell Inc. Microsoft Entra, Active Directory, SQL Server, FSLogix and BitLocker are also trademarks of Microsoft Corporation. Fortinet and FortiGate are trademarks of Fortinet, Inc. VMware and vSphere are trademarks of Broadcom Inc. Kubernetes is a registered trademark of The Linux Foundation. PostgreSQL is a trademark of the PostgreSQL Community Association of Canada. Linux is the registered trademark of Linus Torvalds. All other marks belong to their respective owners and are used for description only. Product capabilities follow each vendor's documentation and change between releases; we confirm the current state during scoping.