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Introducing checkpointless and elastic training on Amazon SageMaker HyperPod

by Azalio tdshpsk | Dec 3, 2025 | AWS

Today, we’re announcing two new AI model training features within Amazon SageMaker HyperPod: checkpointless training, an approach that mitigates the need for traditional checkpoint-based recovery by enabling peer-to-peer state recovery, and elastic training, enabling...

Announcing replication support and Intelligent-Tiering for Amazon S3 Tables

by Azalio tdshpsk | Dec 2, 2025 | AWS

Today, we’re announcing two new capabilities for Amazon S3 Tables: support for the new Intelligent-Tiering storage class that automatically optimizes costs based on access patterns, and replication support to automatically maintain consistent Apache Iceberg table...

Amazon S3 Storage Lens adds performance metrics, support for billions of prefixes, and export to S3 Tables

by Azalio tdshpsk | Dec 2, 2025 | AWS

Today, we’re announcing three new capabilities for Amazon S3 Storage Lens that give you deeper insights into your storage performance and usage patterns. With the addition of performance metrics, support for analyzing billions of prefixes, and direct export to Amazon...

Amazon Bedrock AgentCore adds quality evaluations and policy controls for deploying trusted AI agents

by Azalio tdshpsk | Dec 2, 2025 | AWS

Today, we’re announcing new capabilities in Amazon Bedrock AgentCore to further remove barriers holding AI agents back from production. Organizations across industries are already building on AgentCore, the most advanced agentic platform to build, deploy, and operate...

Build multi-step applications and AI workflows with AWS Lambda durable functions

by Azalio tdshpsk | Dec 2, 2025 | AWS

Modern applications increasingly require complex and long-running coordination between services, such as multi-step payment processing, AI agent orchestration, or approval processes awaiting human decisions. Building these traditionally required significant effort to...

New capabilities to optimize costs and improve scalability on Amazon RDS for SQL Server and Oracle

by Azalio tdshpsk | Dec 2, 2025 | AWS

Managing database environments demands a balance of resource efficiency and scalability. Organizations need flexible options across their entire database lifecycle, spanning development, testing, and production workloads with diverse storage and compute requirements....
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