amazon-sagemaker

7/7/2026, 12:00:00 AM ~ 7/8/2026, 12:00:00 AM (UTC) Recent Announcements Amazon GameLift Streams introduces secure terminal access for stream sessions Amazon GameLift Streams now supports Stream Session Admin Shell, a secure terminal connection to the live runtime environment of a stream session for real-time troubleshooting. You can inspect logs, query running processes, check GPU utilization, and examine application state — all without managing SSH keys, open ports, or infrastructure credentials.\n Stream Session Admin Shell provides a terminal connection with the same level of access as your Amazon GameLift Streams applications....

7/6/2026, 12:00:00 AM ~ 7/7/2026, 12:00:00 AM (UTC) Recent Announcements Amazon SageMaker HyperPod now supports disaggregated prefill and decode Amazon SageMaker HyperPod now supports Disaggregated Prefill and Decode (DPD), an inference optimization that separates the two phases of large language model (LLM) inference — prefill and decode — onto dedicated GPU pools and transfers the key-value (KV) cache between them over Elastic Fabric Adapter (EFA) using GPU-Direct RDMA. Customers running LLMs in production for chat assistants, agentic pipelines, retrieval-augmented generation, and long-document analysis need consistent per-token latency and predictable throughput under mixed traffic, but when prefill and decode share the same GPU, a single long-context request can stall token generation for every concurrent request and force customers to over-provision one phase to protect the other....

7/2/2026, 12:00:00 AM ~ 7/3/2026, 12:00:00 AM (UTC) Recent Announcements Amazon SageMaker Unified Studio now supports Terraform for provisioning Amazon SageMaker Unified Studio now supports Terraform for provisioning. Customers can use the open-source terraform-aws-sagemaker-unified-studio module to deploy a SageMaker Unified Studio domain through version-controlled templates. With this launch, platform teams can bring SageMaker Unified Studio into their existing infrastructure-as-code pipelines, maintaining consistency across development, staging, and production accounts.\n Amazon SageMaker Unified Studio is a unified development environment where data teams can build end-to-end data and AI workflows using familiar tools—from data integration and analytics to machine learning and generative AI—all governed by a shared catalog....

6/30/2026, 12:00:00 AM ~ 7/1/2026, 12:00:00 AM (UTC) Recent Announcements Amazon CloudWatch Logs enriches log events with AWS resource tags Amazon CloudWatch Logs now enriches log events with resource tags, making it easier to filter, search, and analyze logs by the metadata that matters most to your organization, such as team ownership, environment, cost center, or application name, without requiring changes to your logging instrumentation.\n With tag enrichment, Amazon CloudWatch Logs adds resource tags directly to your log events at ingestion time....

6/23/2026, 12:00:00 AM ~ 6/24/2026, 12:00:00 AM (UTC) Recent Announcements Amazon CloudWatch Logs supports managed syslog ingestion Amazon CloudWatch Logs supports managed syslog ingestion, enabling customers to send syslog messages from firewalls, routers, switches, and Linux servers directly into CloudWatch Logs.\n With today’s launch, customers can configure their network devices and servers to send syslog messages over TCP, TCP+TLS, or UDP to a VPC endpoint in their account - without installing or managing any agents....