# **Rafay at Kubecon 2025**

**Where:** Georgia World Congress Center  
285 Andrew Young International Blvd. NW  
Atlanta, GA 3013

**Date:** November 10 - 13, 2025

**Join Rafay at booth 1650** and get a demo of the Rafay Platform. Ask us about Dynamic Resource Allocation to effectively manage GPUs on Kubernetes.

- **Better GPU Utilization** – DRA lets NVIDIA split and share GPUs (e.g., fractional GPUs, MIG), improving efficiency and avoiding waste.  
- **Support for Advanced GPU Features** – It standardizes allocation of GPU features like MIG profiles, SR-IOV, and accelerators across Kubernetes.  
- **Cloud-Native AI/ML Ecosystem** – DRA enables multi-tenancy, elasticity, and fair scheduling for AI/ML workloads, making Kubernetes more GPU-friendly.  
- **Easier Integration with GPU Operator** – NVIDIA can integrate its GPU Operator cleanly with Kubernetes scheduling instead of relying on custom hacks.  
- **Strategic Advantage in AI Infrastructure** – By shaping DRA, NVIDIA ensures its GPUs and accelerators remain the go-to choice for cloud-native AI infrastructure.

[Request a demo](/content/request-demo/index.html)

## The Definitive GPU PaaS Reference Architecture  
Understand what it takes to deliver the right GPU infrastructure to your business.

[DOWNLOAD](/content/nvidia-reference-architecture/index.html)