In this post, we explore how Amazon EC2 P6e-GB200 UltraServers are transforming distributed AI workload through seamless Kubernetes integration, featuring NVIDIA GB200 Grace Blackwell architecture that enables memory-coherent domains of up to 72 GPUs. The post demonstrates how Dynamic Resource Allocation (DRA) on Amazon EKS enables sophisticated GPU topology management and cross-node GPU communication through IMEX channels, making it possible to efficiently train and deploy trillion-parameter...