Introduction Kubernetes has become the go-to platform for container orchestration, and OpenStack Magnum simplifies its deployment by offering native integration with OpenStack’s infrastructure. With the rise of GPU-accelerated workloads in fields like AI, machine learning, and scientific computing, the ability to leverage NVIDIA GPUs within Kubernetes clusters has become