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A developer should not need a ticket, a copied Terraform module or an AWS login to get a bucket. Build the Kubernetes API that hands them one in seconds of typing, with every platf...
Announcing Spark Connect on Amazon EMR on EKS: build, test, and debug Spark applications from VS Code, PyCharm, Jupyter notebooks, Amazon SageMaker Unified Studio, or dbt, while ru...
Learn how to scale Mixture-of-Experts (MoE) reinforcement learning on Amazon EKS using Elastic Fabric Adapter (EFA) and DeepEP. This post presents an architecture that combines Ama...
Amazon SageMaker HyperPod Inference Gateway is a Kubernetes-native, GPU-aware routing add-on for Amazon EKS. It uses real-time GPU signals to send each inference request to the bes...
KubeVM Service предоставляет Kubernetes API и GitOps для управления виртуальными машинами, которые продолжают работать на ESX и остаются видимыми в
For hyperscaler AWS, Kuehne + Nagel said it will be responsible for logistics-related services for the cloud computing platform, ranging from “construction and equipment deployment...
Karpenter watches for pods the scheduler could not place, works out the cheapest machine that would fit them, and asks the cloud for it. This article follows that decision all the...
Kubernetes has quietly run much of the world’s containerized software on a division of labor between two control loops that rarely had to talk to each other. The scheduler places e...
AWS Agent Registry is now generally available: a single, searchable, governed catalog for the agents, tools, skills, and custom resources across your organization. This post explai...
Data scientists and ML engineers can now create, configure, start, stop, and open Amazon SageMaker Spaces on SageMaker HyperPod EKS clusters directly from SageMaker Studio. Launch...
HyperPod InstantStart is an open source control plane that composes Amazon EKS orchestration with the managed capabilities of Amazon SageMaker HyperPod. It drives the same guarded...
In today's fast-paced world, deploying applications has become much more complex and challenging than ever before. That's where Kubernetes comes in. Kubernetes is an open-source co...
True elasticity has long been the holy grail of cloud-native engineering. And while Kubernetes has revolutionized resource management, workloads that run sporadically (e.g., batch...
KServe serves your ML model on Kubernetes from a few lines of YAM, scaling out under load, to zero when idle, and updating with zero downtime.
Enterprises are increasingly standardizing on Google Kubernetes Engine (GKE) to run their most critical and AI-driven workloads. From Cloud Storage FUSE for high-throughput data ac...
<p>If you want to test a Kubernetes cluster quickly with low laptop resources or absolutely no cloud billing, k3s is the best</p>
A reference architecture for securely sharing one Amazon SageMaker HyperPod EKS cluster across multiple teams, using AWS IAM Identity Center for authentication, per-team SageMaker...
Learn how to deploy one large language model across two GPU nodes on Amazon EKS using the multi-node Ray LLM Deep Learning Containers, with separate prefill and decode nodes behind...
Build a three-tier architecture on AWS with Terraform. An ALB, a private ECS Fargate app, and RDS, with secrets injected from Secrets Manager.
Learn how to use Amazon S3 Vectors as the persistent memory layer within the NVIDIA NeMo Agent Toolkit (NAT), deployed on Amazon Elastic Kubernetes Service (Amazon EKS). This post...
Promoting Amazon Quick resources (agents, action connectors, knowledge bases, flows, and spaces) from a development to a production AWS account has been a manual, error-prone chore...
TorchServe is no longer maintained, leaving teams to own the entire GPU inference stack. The AWS Ray Serve Deep Learning Container is a supported, pre-tested container with the fra...
Learn how to build a fully serverless pipeline that automatically collects Git metrics from GitHub and GitLab and visualizes them in interactive Amazon Quick Sight dashboards, givi...
Reflection AI's Beam is an open-weight model for agentic coding and long-horizon tasks. This post shows how to deploy Beam on AWS: start with an Amazon SageMaker JumpStart real-tim...
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