amazon-sagemaker

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....

11/20/2025, 12:00:00 AM ~ 11/21/2025, 12:00:00 AM (UTC) Recent Announcements Validate and enforce required tags in CloudFormation, Terraform and Pulumi with Tag Policies AWS Organizations Tag Policies announces Reporting for Required Tags, a new validation check that proactively ensures your CloudFormation, Terraform, and Pulumi deployments include the required tags critical to your business. Your infrastructure-as-code (IaC) operations can now be automatically validated against tag policies to ensure tagging consistency across your AWS environments....

11/19/2025, 12:00:00 AM ~ 11/20/2025, 12:00:00 AM (UTC) Recent Announcements Amazon Connect now provides conversational analytics for voice and chat bots Amazon Connect now provides conversational analytics for end-customer self-service interactions across voice and digital channels, helping you better understand and improve your customers’ self-service experiences. This includes across PSTN/telephony, in-app and web-calling, web and mobile chat, SMS, WhatsApp Business messaging, and Apple Messages for Business. \n With this launch, Connect now provides rich conversational analytics across both human-agent interactions and end-customer self-service interactions....

11/14/2025, 12:00:00 AM ~ 11/17/2025, 12:00:00 AM (UTC) Recent Announcements Amazon ECS improves Service Availability during Rolling deployments Amazon Elastic Container Service (Amazon ECS) now includes enhancements that improve service availability during rolling deployments. These enhancements help maintain availability when new application version tasks are failing, when current tasks are unexpectedly terminated, or when scale-out is triggered during deployments.\n Previously, when tasks in your currently running version became unhealthy or were terminated during a rolling deployment, ECS would attempt to replace them with the new version to prioritize deployment progress....