Containers
Category: Compute
Amazon EKS now supports Kubernetes version 1.28
Introduction The Amazon Elastic Kubernetes Service (Amazon EKS) team is pleased to announce support for Kubernetes version 1.28 for Amazon EKS and Amazon EKS Distro. Amazon EKS Anywhere (release 0.18.0) also supports Kubernetes 1.28. The theme for this version was chosen as a play on words that combines plant and Kubernetes to evoke the image […]
Recent changes to the CoreDNS add-on
Introduction Amazon Elastic Kubernetes Service (Amazon EKS) add-ons were originally introduced in December 2021. At launch, they provided a mechanism for installing and managing a curated set of add-ons for Amazon EKS clusters. The add-on for CoreDNS was amongst the first add-ons we released because DNS plays such a pivotal role in Kubernetes. When advanced […]
Explore etcd Defragmentation in Amazon EKS
Introduction Amazon Elastic Kubernetes Service (Amazon EKS) has gained significant popularity as a managed Kubernetes service, providing a scalable and reliable platform for running containerized applications. Behind the scenes, Amazon EKS uses etcd, a distributed key-value store, to store cluster configuration, state, and metadata. In this post, we delve into the defragmentation functionality in etcd and discuss the […]
GPU sharing on Amazon EKS with NVIDIA time-slicing and accelerated EC2 instances
In today’s fast-paced technological landscape, the demand for accelerated computing is skyrocketing, particularly in areas like artificial intelligence (AI) and machine learning (ML). One of the primary challenges the enterprises face is the efficient utilization of computational resources, particularly when it comes to GPU acceleration, which is crucial for ML tasks and general AI workloads. […]
Maximizing GPU utilization with NVIDIA’s Multi-Instance GPU (MIG) on Amazon EKS: Running more pods per GPU for enhanced performance
With the Generative Artificial intelligence (GenAI) and machine learning (ML) surge, GPU-intensive tasks such as machine learning, graphics rendering, and high-performance computing are becoming increasingly prevalent. However, many of these tasks do not always require the full performance and resources of a high-end GPU. This underutilization of GPU resources leads to inefficiencies, increased costs, and […]
Deploy Generative AI Models on Amazon EKS
Introduction Generative Artificial Intelligence (Gen AI) is transforming the way businesses function and is accelerating the pace of innovation. In general, the AI field is changing the way businesses utilize technology. Generative AI technology involves tuning and deploying Large Language Models (LLM), and gives developers access to those models to execute prompts and conversations. Platform […]
Run Spark-RAPIDS ML workloads with GPUs on Amazon EMR on EKS
Introduction Apache Spark revolutionized big data processing with its distributed computing capabilities, which enabled efficient data processing at scale. It offers the flexibility to run on traditional Central Processing Unit (CPUs) as well as specialized Graphic Processing Units (GPUs), which provides distinct advantages for various workloads. As the demand for faster and more efficient machine […]
Improving operational visibility with AWS Fargate task retirement notifications
Introduction AWS Fargate, the serverless compute engine for containerized workloads, removes the undifferentiated heavy lifting of securing and patching the underlying infrastructure. In this blog post we dive into AWS Fargate task retirement, one of the ways AWS keeps the infrastructure secure and up to date. AWS has recently updated the AWS Fargate task retirement […]
Announcing AWS App Runner support for Bitbucket
Introduction AWS App Runner is a fully managed container application service that lets you build, deploy, and run containerized web applications and API services without prior infrastructure or container experience. Starting today, AWS App Runner supports building and deploying services from Bitbucket repositories. This post walks you through the process of deploying a sample AWS […]
Amazon VPC CNI now supports Kubernetes Network Policies
Introduction Today, we’re excited to announce the native support for enforcing Kubernetes network policies with Amazon VPC Container Networking Interface (CNI) Plugin. You can now use Amazon VPC CNI to implement both pod networking and network policies to secure the traffic in your Kubernetes clusters. Native support for network policies has been one of the […]