amazon-sagemaker

4/29/2026, 12:00:00 AM ~ 4/30/2026, 12:00:00 AM (UTC) Recent Announcements Amazon RDS for MySQL announces Innovation Release 9.6 in Amazon RDS Database Preview Environment Amazon RDS for MySQL now supports community MySQL Innovation Release 9.6 in the Amazon RDS Database Preview Environment, allowing you to evaluate the latest Innovation Release on Amazon RDS for MySQL. You can deploy MySQL 9.6 in the Amazon RDS Database Preview Environment which provides the benefits of a fully managed database, making it simpler to set up, operate, and monitor databases....

4/23/2026, 12:00:00 AM ~ 4/24/2026, 12:00:00 AM (UTC) Recent Announcements Amazon Athena simplifies federated queries with managed connectors Amazon Athena now offers managed connectors for 12 data sources, including Amazon DynamoDB, PostgreSQL, MySQL, and Snowflake. Managed connectors are AWS Glue Data Catalog federated connectors that Athena creates and manages on your behalf, so you can query data outside Amazon S3 without deploying or maintaining connector resources in your AWS account.\n With Athena, you can interactively query relational, non-relational, object, and custom data sources without moving or duplicating data....

4/22/2026, 12:00:00 AM ~ 4/23/2026, 12:00:00 AM (UTC) Recent Announcements Amazon SageMaker Unified Studio now supports multiple code spaces within projects for IAM domains Amazon SageMaker Unified Studio now lets data workers create and manage multiple code spaces (individually configured development environments) within a single project for IAM domains. Previously, projects were limited to one JupyterLab space and one Code Editor space embedded in the project. With this launch, you can now parallelly work on different workstreams or experiments with different compute and storage configuration needs, giving developers the flexibility they need as their workloads scale....

4/21/2026, 12:00:00 AM ~ 4/22/2026, 12:00:00 AM (UTC) Recent Announcements Amazon SageMaker now supports multi-region replication from IAM Identity Center Amazon SageMaker now supports multi-region replication from IAM Identity Center (IdC), enabling you to deploy SageMaker Unified Studio domains in different regions from your IdC instance. This new capability empowers enterprise customers, particularly those in regulated industries like financial services and healthcare, to maintain compliance while leveraging centralized workforce identity management....

4/8/2026, 12:00:00 AM ~ 4/9/2026, 12:00:00 AM (UTC) Recent Announcements SageMaker HyperPod now supports gang scheduling for distributed training workloads Amazon SageMaker HyperPod task governance now supports gang scheduling, which ensures all pods required for a distributed training job are ready before training begins. Administrators can configure gang scheduling to prevent wasted compute from partial job runs and avoid deadlocks from jobs waiting for resources.\n Data scientists running distributed AI/ML training jobs on Amazon SageMaker HyperPod clusters using the EKS orchestrator require multiple pods to work together across nodes with pod-to-pod communication....