Virtual GPU
Architecture
DEFINITION
A technology that allows a single physical GPU to be shared among multiple virtual machines, improving resource utilization.
OVERVIEW
Virtual GPU technology is designed to maximize the efficiency of GPU resources by enabling multiple virtual machines to share a single physical GPU. This approach is essential for modern data centers and cloud services that demand flexible and scalable GPU access.
TECHNICAL DETAILS
vGPU technology works by partitioning the GPU's resources, such as memory and compute cores, among different virtual machines. This partitioning is managed by a hypervisor, which ensures that each VM receives the necessary resources for its tasks while maintaining performance isolation.
COMMON USE CASES
- Providing GPU acceleration for multiple virtual desktops in enterprise environments.
- Running AI and machine learning workloads in cloud-based platforms.
- Supporting multiple users in virtual reality and gaming applications.