Optimizing GPU Usage in EKS: Improving Performance & Security in Kubernetes - Natalie Serebryakoval

My talk will be covering how to optimize GPU usage in Amazon EKS for both performance and security. I will go over setting up GPU-enabled EC2 instances, managing resource requests for GPU workloads, and allocating GPUs to meet workload demands. I’ll also cover security practices specific to GPU workloads, e.g.: how to use RBAC to limit access to GPU resources, network policies to isolate sensitive GPU workloads from non-critical ones, and IAM roles to control who can provision and access GPU-powered instances. I hope my talk helps you get started with optimizing and securing GPU workloads in EKS. Slides: NA