3/20/2026, 12:00:00 AM ~ 3/23/2026, 12:00:00 AM (UTC)
Recent Announcements AWS Neuron announces support for Dynamic Resource Allocation with Amazon EKS
AWS announces the Neuron Dynamic Resource Allocation (DRA) driver for Amazon Elastic Kubernetes Service (EKS), bringing Kubernetes-native hardware-aware scheduling to AWS Trainium-based instances. The Neuron DRA driver publishes rich device attributes directly to the Kubernetes scheduler, enabling topology-aware placement decisions without custom scheduler extensions.\n Deploying AI workloads on Kubernetes requires ML engineers to make infrastructure decisions that are not directly related to model development, such as determining device counts, understanding hardware and network topologies, and writing accelerator-specific manifests....