Amazon SageMaker HyperPod now supports continuous provisioning for enhanced cluster operations

Amazon SageMaker HyperPod now supports continuous provisioning for enhanced cluster operations

Amazon SageMaker HyperPod now offers continuous provisioning, a new capability that enables greater flexibility and efficiency for enterprise customers running large-scale AI/ML workloads. AI/ML customers need to start training quickly, scale seamlessly, perform maintenance without disrupting operations, and have granular…
Amazon SageMaker lakehouse architecture now automates optimization configuration of Apache Iceberg tables

Amazon SageMaker lakehouse architecture now automates optimization configuration of Apache Iceberg tables

The Amazon SageMaker lakehouse architecture now automates optimization of Apache Iceberg tables stored in Amazon S3 with catalog-level configuration, reducing metadata overhead and improving query performance. Previously, optimizing Iceberg tables in AWS Glue Data Catalog required updating configurations for each…