amazon-sagemaker-training

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....

6/3/2026, 12:00:00 AM ~ 6/4/2026, 12:00:00 AM (UTC) Recent Announcements AWS IoT Device Management adds MQTT session data to connectivity status API AWS IoT Device Management adds MQTT session data to connectivity status API, enabling you to troubleshoot connectivity issues and audit connection patterns across your Internet of things (IoT) device fleet.\n This launch brings AWS IoT Device Management’s existing connectivity status API to full parity with AWS IoT Core’s recently launched GetConnection API, enabling you to retrieve detailed connection and MQTT session information for the IoT device by its thing name....

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....

8/27/2025, 12:00:00 AM ~ 8/28/2025, 12:00:00 AM (UTC) Recent Announcements AWS Client VPN extends OS support to Windows Arm64 v5.3.0 AWS Client VPN now supports Windows Arm64 client with version 5.3.0. You can now run the AWS supplied VPN client on the latest Windows Arm64 OS versions. AWS Client VPN desktop clients are available free of charge, and can be downloaded here.\n AWS Client VPN is a managed service that securely connects your remote workforce to AWS or on-premises networks....

12/20/2023, 12:00:00 AM ~ 12/21/2023, 12:00:00 AM (UTC) Recent Announcements AWS announces new AWS Direct Connect locations in Calgary, Canada Today, AWS announced the opening of two new AWS Direct Connect locations within the Equinix CL1 and CL3 data centers in Calgary, Canada. By connecting your network to AWS at the new Calgary locations, you gain private, direct access to all public AWS Regions (except those in China), AWS GovCloud Regions, and AWS Local Zones....