aws-compute-optimizer

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....

11/21/2025, 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....

9/26/2025, 12:00:00 AM ~ 9/29/2025, 12:00:00 AM (UTC) Recent Announcements Amazon Neptune Analytics is now available in AWS Asia Pacific (Mumbai) Region Amazon Neptune Analytics is now available in the Asia Pacific (Mumbai) Region. You can now create and manage Neptune Analytics graphs in the Asia Pacific (Mumbai) Region and run advanced graph analytics.\n Neptune Analytics is a memory-optimized graph database engine for analytics. With Neptune Analytics, you can get insights and find trends by processing large amounts of graph data in seconds....

8/22/2025, 12:00:00 AM ~ 8/25/2025, 12:00:00 AM (UTC) Recent Announcements Amazon EKS enables namespace configuration for AWS and Community add-ons Amazon Elastic Kubernetes Service (Amazon EKS) now supports Kubernetes namespace configuration for AWS and Community add-ons, providing you greater control over how add-ons are organized within your Kubernetes cluster.\n With namespace configuration, you can now specify a custom namespace during add-on installation, enabling better organization and isolation of add-on objects within your EKS cluster....

6/16/2025, 12:00:00 AM ~ 6/17/2025, 12:00:00 AM (UTC) Recent Announcements AWS Compute Optimizer now identifies idle EC2 Auto Scaling groups with GPU instances AWS Compute Optimizer now detects idle EC2 Auto Scaling groups using G and P instance types, enabling you to identify additional savings opportunities in your AWS spend. As AI development accelerates, organizations are creating more Auto Scaling groups with G and P instance types for training and inference workloads....