All news with #amazon sagemaker tag

SageMaker HyperPod Supports EBS CSI Driver for Storage

🔧 Amazon SageMaker HyperPod now supports the Amazon Elastic Block Store (EBS) Container Storage Interface (CSI) driver, enabling dynamic provisioning and lifecycle management of persistent EBS volumes for machine learning workloads on HyperPod EKS clusters. Through standard Kubernetes persistent volume claims and storage classes, teams can create, attach, resize, snapshot, and encrypt volumes (including customer-managed KMS keys), and volumes persist across pod restarts and node replacements. Install the EBS CSI driver as an EKS add-on to get started; the capability is available in all regions where HyperPod EKS clusters are supported.

Amazon SageMaker Unified Studio adds S3 file sharing option

📂 Amazon SageMaker Unified Studio now offers a simplified S3-based file storage option for project collaboration. Customers can choose between Git integrations (GitHub, GitLab, Bitbucket Cloud) or Amazon S3 buckets, with S3 set as the default while Git remains fully supported. The S3 option gives a consistent view of files across Studio tools, uses a last-write-wins model, and supports basic versioning when administrators enable it.