## [Fractional GPUs using Nvidia's KAI Scheduler](https://docs.rafay.co/blog/2025/04/04/fractional-gpus-using-nvidias-kai-scheduler/)

At KubeCon Europe, in April 2025, Nvidia announced and launched the **Kubernetes AI (KAI) [Scheduler](https://github.com/NVIDIA/KAI-Scheduler)**. This is an Open Source project maintained by [Nvidia](https://www.nvidia.com/).

The KAI Scheduler is an advanced Kubernetes scheduler that allows administrators of Kubernetes clusters to **dynamically allocate** GPU resources to workloads. Users of the Rafay Platform can immediately leverage the KAI scheduler via the integrated [**Catalog**](https://docs.rafay.co/catalog/catalog_overview/).

To help you understand the basics quickly, we have also created a brief video introducing the concepts and a live demonstration showcasing how you can allocate **fractional** GPU resources to workloads.

Fractional GPU Sharing with NVIDIA KAI Scheduler on Kubernetes \| Rafay - YouTube

[Fractional GPU Sharing with NVIDIA KAI Scheduler on Kubernetes \| Rafay](https://www.youtube.com/watch?v=pwU7G1457Yk) [Rafay Systems](https://www.youtube.com/channel/UCfc89EU6Roq_wYKTJExe9Ew)

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