Instant KAI Sandboxes with vCluster

Explore how to create instant KAI sandboxes using vCluster technology in this 30-minute conference talk from Conf42 Kube Native 2025. Learn about the KAI scheduler, a specialized Kubernetes scheduler designed for GPU workloads and multi-tenant environments. Discover the technical architecture of vCluster and understand how it enables virtual Kubernetes clusters within existing clusters. Follow along with live demonstrations showing GPU access verification, simple pod deployment, and the process of upgrading schedulers in production environments. Gain insights into configuring vCluster specifically for the KAI scheduler, including practical steps for creating and testing virtual clusters. Understand how GPU workloads extend beyond AI applications and explore the benefits of using virtual clusters for sandbox environments. Master the integration between KAI scheduler and vCluster technology to create isolated, GPU-enabled development and testing environments efficiently.