Loading...

Accelerate your edge workloads with affordable NVIDIA GPU-powered Azure Stack HCI solutions

Accelerate your edge workloads with affordable NVIDIA GPU-powered Azure Stack HCI solutions

Back in 2019 when Azure launched the first GPU-partitioned (GPU-P) virtual machine (VM) offering in the public cloud, our customers loved it and asked for a similar offering on the edge with Azure Stack HCI. Our customers wanted the flexibility to choose the right-sized GPU acceleration and get the benefits of GPU-P, which enables effective GPU sharing, leading to cost-optimized and efficient configurations. While working with GPU manufacturers, we are launching our first implementation with NVIDIA.

 

In collaboration with NVIDIA, we are pleased to announce the general availability of GPU partitioning (GPU-P) on NVIDIA A2, A10, A16 and A40 GPUs in Azure Stack HCI, enabled with NVIDIA RTX Virtual Workstation (vWS) and NVIDIA Virtual PC (vPC) software, starting with version 22H2, with more GPUs coming soon. Expanded support for NVIDIA GPUs and NVIDIA RTX vWS in Azure Stack HCI, combined with GPU-P capabilities, enables technical and creative professionals  to count on powerful virtual workstations, available from anywhere, that have the computational power required for data science and visual computing, including 3D design, photorealistic simulations, and stunning visual effects. Purpose-built for high-density, graphics-rich virtual desktop infrastructure (VDI), NVIDIA vPC software with the NVIDIA A16 GPU, provides double the user density versus the previous generation, while ensuring the best possible user experience for knowledge workers.

 

We are always innovating to provide hybrid infrastructure that makes it easy for customers to manage their workloads at the edge and in the Azure cloud. GPU-P is implemented using single root I/O virtualization (SR-IOV), which provides a strong, hardware-backed security boundary with predictable performance for each virtual machine. The GPU-P technology leverages NVIDIA GPUs and NVIDIA virtual GPU (vGPU) software such as NVIDIA RTX Virtual Workstation, NVIDIA Virtual PC, and NVIDIA Virtual Applications to right-size the GPU-powered virtual machines for the workload.  

 

Azure Virtual Desktop for Azure Stack HCI also works with GPU partitioning on Azure Stack HCI. Customers can now scale their on-premises virtual desktop workloads by assigning different GPU partitions to their VDI VMs, thereby increasing the user density by an order of magnitude.

 

“GPU partitioning support for Azure Stack HCI is transformational for customers seeking cost-effective solutions at the edge that require GPU acceleration. With GPU-P, now customers can scale their VDI workloads as well as AI/ML inferencing scenarios in distributed locations like stores and factories,” said Timothy Isaacs, General Manager of Azure Edge and Infra.

 

“To meet the requirements of creative and technical professionals, IT teams must architect many components, including performance and user experience, sizing, and cost utilization,” said Bob Pette, vice president of Professional Visualization at NVIDIA. “Combining the complementary technologies of NVIDIA GPUs and NVIDIA RTX vWS with Microsoft Azure Stack HCI helps meet the diverse demands of users and their complex visualization workloads.”

 

With support for NVIDIA vGPU, customers can create up to 16 partitions and cost-effectively scale their workloads. Watch this demo to see how you can use Windows Admin Center to create and manage the GPU partitions.

 

 

Azure Stack HCI integrated systems are the fastest and easiest way to get up and running with Azure Stack HCI. Every integrated system is jointly supported by Microsoft and the solution partner to deliver a seamless appliance-like experience. Azure Stack HCI solutions that support GPU-P are available starting with DataON (AZS-6208G), Dell (AX-750), and Lenovo (Lenovo ThinkAgile MX3530), and many other Azure Stack HCI solutions partners soon.

 

gpup-blog.png

 

 

For more details on GPU-P support on Azure Stack HCI, please visit our public documentation on GPU Partitioning.

 

Keep up to date on Azure’s collaboration and offerings with NVIDIA by reading the latest blog on the NVIDIA vGPU 15 announcement.

Find more information about NVIDIA RTX Virtual Workstation, NVIDIA Virtual PC, NVIDIA Virtual Applications here.

 

Additional links: NVIDIA Virtual GPU Software Documentation v15.0

 

 

Published on:

Learn more
Azure Stack Blog articles
Azure Stack Blog articles

Azure Stack Blog articles

Share post:

Related posts

Azure SDK Release (March 2026)

Azure SDK releases every month. In this post, you find this month's highlights and release notes. The post Azure SDK Release (March 2026) appe...

2 days ago

Specifying client ID and secret when creating an Azure ACS principal via AppRegNew.aspx will be removed

The option to specify client ID and secret when creating Azure ACS principals will be removed. Users must adopt the system-generated client ID...

2 days ago

Azure Developer CLI (azd): Run and test AI agents locally with azd

New azd ai agent run and invoke commands let you start and test AI agents from your terminal—locally or in the cloud. The post Azure Developer...

10 days ago

Microsoft Purview compliance portal: Endpoint DLP classification support for Azure RMS–protected Office documents

Microsoft Purview Endpoint DLP will soon classify Azure RMS–protected Office documents, enabling consistent DLP policy enforcement on encrypte...

10 days ago

Introducing the Azure Cosmos DB Plugin for Cursor

We’re excited to announce the Cursor plugin for Azure Cosmos DB bringing AI-powered database expertise, best practices guidance, and liv...

11 days ago

Azure DevOps Remote MCP Server (public preview)

When we released the local Azure DevOps MCP Server, it gave customers a way to connect Azure DevOps data with tools like Visual Studio and Vis...

11 days ago

Azure Cosmos DB at FOSSASIA Summit 2026: Sessions, Conversations, and Community

The FOSSASIA Summit 2026 was an incredible gathering of developers, open-source contributors, startups, and technology enthusiasts from across...

12 days ago

Azure Cosmos DB at FOSSASIA Summit 2026: Sessions, Conversations, and Community

The FOSSASIA Summit 2026 was an incredible gathering of developers, open-source contributors, startups, and technology enthusiasts from across...

12 days ago
Stay up to date with latest Microsoft Dynamics 365 and Power Platform news!
* Yes, I agree to the privacy policy