amazon-sagemaker

12/16/2025, 12:00:00 AM ~ 12/17/2025, 12:00:00 AM (UTC) Recent Announcements AWS IoT Device Management Commands now supports dynamic payloads AWS IoT Device Management commands now supports dynamic payload functionality, enabling developers to create reusable command templates with placeholders that can be replaced with different values during command execution. The enhancement also includes parameter validation rules to verify that parameter values conform to specified criteria before execution. With this update, developers can now set parameters for the command during runtime, making it easier for them to re-use a command....

12/3/2025, 12:00:00 AM ~ 12/4/2025, 12:00:00 AM (UTC) Recent Announcements Amazon SageMaker HyperPod now supports checkpointless training Amazon SageMaker HyperPod now supports checkpointless training, a new foundational model training capability that mitigates the need for a checkpoint-based job-level restart for fault recovery. Checkpointless training maintains forward training momentum despite failures, reducing recovery time from hours to minutes. This represents a fundamental shift from traditional checkpoint-based recovery, where failures require pausing the entire training cluster, diagnosing issues manually, and restoring from saved checkpoints, a process that can leave expensive AI accelerators idle for hours, costing your organization wasted compute....

12/2/2025, 12:00:00 AM ~ 12/3/2025, 12:00:00 AM (UTC) Recent Announcements Announcing Amazon EC2 General purpose M8azn instances (Preview) Starting today, new general purpose high-frequency high-network Amazon Elastic Compute Cloud (Amazon EC2) M8azn instances are available for preview. These instances are powered by fifth generation AMD EPYC (formerly code named Turin) processors, offering the highest maximum CPU frequency, 5GHz in the cloud. The M8azn instances offer up to 2x compute performance versus previous generation M5zn instances....

11/25/2025, 12:00:00 AM ~ 11/26/2025, 12:00:00 AM (UTC) Recent Announcements Manage Amazon SageMaker HyperPod clusters with the new Amazon SageMaker AI MCP Server The Amazon SageMaker AI MCP Server now supports tools that help you setup and manage HyperPod clusters. Amazon SageMaker HyperPod removes the undifferentiated heavy lifting involved in building generative AI models by quickly scaling model development tasks such as training, fine-tuning, or deployment across a cluster of AI accelerators....

11/21/2025, 12:00:00 AM ~ 11/24/2025, 12:00:00 AM (UTC) Recent Announcements Amazon EMR Serverless now supports Apache Spark 4.0.1 (preview) Amazon EMR Serverless now supports Apache Spark 4.0.1 (preview). With Spark 4.0.1, you can build and maintain data pipelines more easily with ANSI SQL and VARIANT data types, strengthen compliance and governance frameworks with Apache Iceberg v3 table format, and deploy new real-time applications faster with enhanced streaming capabilities. This enables your teams to reduce technical debt and iterate more quickly, while ensuring data accuracy and consistency....