daily-aws

11/26/2025, 12:00:00 AM ~ 11/27/2025, 12:00:00 AM (UTC) Recent Announcements SageMaker HyperPod now supports Managed tiered KV cache and intelligent routing Amazon SageMaker HyperPod now supports Managed Tiered KV Cache and Intelligent Routing for large language model (LLM) inference, enabling customers to optimize inference performance for long-context prompts and multi-turn conversations. Customers deploying production LLM applications need fast response times while processing lengthy documents or maintaining conversation context, but traditional inference approaches require recalculating attention mechanisms for all previous tokens with each new token generation, creating computational overhead and escalating costs....

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....

11/24/2025, 12:00:00 AM ~ 11/25/2025, 12:00:00 AM (UTC) Recent Announcements OpenSearch Service Enhances Log Analytics with New PPL Experience Today, AWS announces enhanced log analytics capabilities in Amazon OpenSearch Service, making Piped Processing Language (PPL) and natural language the default experience in OpenSearch UI’s Observability workspace. This update combines proven pipeline syntax with simplified workflows to deliver an intuitive observability experience, helping customers analyze growing data volumes while controlling costs. The new experience includes 35+ new commands for deep analysis, faceted exploration, and natural language querying to help customers gain deeper insights across infrastructure, security, and business metrics....

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....