amazon-sagemaker-deploy

7/23/2026, 12:00:00 AM ~ 7/24/2026, 12:00:00 AM (UTC) Recent Announcements AWS now supports automatic credit memo application preferences AWS now enables customers who pay through electronic funds transfer to configure preferences for how credit memos are automatically applied to outstanding invoices. Customers can choose from different application preferences directly on the Billing and Cost Management console to match their internal payment processes. These options include combinations of applying credit memos to the original invoice, next eligible invoice, and oldest unpaid invoice....

7/6/2026, 12:00:00 AM ~ 7/7/2026, 12:00:00 AM (UTC) Recent Announcements Amazon SageMaker HyperPod now supports disaggregated prefill and decode Amazon SageMaker HyperPod now supports Disaggregated Prefill and Decode (DPD), an inference optimization that separates the two phases of large language model (LLM) inference — prefill and decode — onto dedicated GPU pools and transfers the key-value (KV) cache between them over Elastic Fabric Adapter (EFA) using GPU-Direct RDMA. Customers running LLMs in production for chat assistants, agentic pipelines, retrieval-augmented generation, and long-document analysis need consistent per-token latency and predictable throughput under mixed traffic, but when prefill and decode share the same GPU, a single long-context request can stall token generation for every concurrent request and force customers to over-provision one phase to protect the other....

6/2/2026, 12:00:00 AM ~ 6/3/2026, 12:00:00 AM (UTC) Recent Announcements Amazon EKS and Amazon EKS Distro now supports Kubernetes version 1.36 Kubernetes version 1.36 introduced several new features and bug fixes, and AWS is excited to announce that you can now use Amazon Elastic Kubernetes Service (EKS) and Amazon EKS Distro to run Kubernetes version 1.36. Starting today, you can create new EKS clusters using version 1.36 and upgrade existing clusters to version 1....