news

8/14/2025, 12:00:00 AM ~ 8/15/2025, 12:00:00 AM (UTC) Recent Announcements SageMaker HyperPod now supports fine-grained quota allocation of compute resources SageMaker HyperPod task governance now supports fine-grained compute quota allocation of GPU, Trainium accelerator, vCPU, and vCPU memory within an instance. Administrators can allocate fine-grained compute quota across teams, optimizing compute resource distribution and staying within budget.\n Data scientists often execute LLM tasks, like training or inference, that do not require entire HyperPod instances, leading to underutilization of accelerated compute resources....

8/13/2025, 12:00:00 AM ~ 8/14/2025, 12:00:00 AM (UTC) Recent Announcements Amazon SageMaker Studio now supports trusted identity propagation We are excited to announce that Amazon SageMaker Studio now supports trusted identity propagation (TIP), enabling admins to trace actions taken in SageMaker Studio back to a human user. It also enables administrators to manage permissions based on user identity to AWS Lake Formation and Amazon S3 Access Grants.\n Starting today, SageMaker Studio now supports trusted identity propagation for AWS services, including AWS Lake Formation, Amazon S3, Amazon EMR, Amazon EMR-Serverless, Amazon Redshift and Amazon Athena....

8/12/2025, 12:00:00 AM ~ 8/13/2025, 12:00:00 AM (UTC) Recent Announcements Amazon EC2 Single GPU P5 instances are now generally available Today, AWS announces new Amazon Elastic Compute Cloud (Amazon EC2) P5 instance size with one NVIDIA H100 GPU that allows businesses to right-size their machine learning (ML) and high-performance computing (HPC) resources with cost-effectiveness.\n The new instance size enables customers to start small and scale in granular increments, providing more flexible control over infrastructure costs....

8/11/2025, 12:00:00 AM ~ 8/12/2025, 12:00:00 AM (UTC) Recent Announcements Amazon SageMaker HyperPod now provides a new cluster setup experience SageMaker HyperPod now provides a new cluster creation experience that sets up all the resources needed for large-scale AI/ML workloads—including networking, storage, compute, and IAM permissions in just a few clicks. SageMaker HyperPod clusters are purpose-built for scalability and resilience, designed to accelerate large-scale distributed training and deployment of complex machine learning models like LLMs and diffusion models, as well as customization of Amazon Nova foundation models....

8/8/2025, 12:00:00 AM ~ 8/11/2025, 12:00:00 AM (UTC) Recent Announcements Amazon CloudWatch RUM is now generally available in 2 additional AWS regions Amazon CloudWatch RUM, which enables customers to monitor their web applications by collecting client side performance and error data in real time, is additionally available in the following AWS Regions starting today: Asia Pacific (Thailand), and Mexico (Central).\n CloudWatch RUM provides curated dashboards for web application performance experienced by real end users including anomalies in page load steps, core web vitals, and JavaScript and HTTP errors across different geolocations, browsers, and devices....