Category: AWS Systems Manager

Introduction Many AWS customers use Amazon Elastic Kubernetes Service (Amazon EKS) to run machine learning workloads. Containerization allows machine learning engineers to package and distribute models easily, while Kubernetes helps in deploying, scaling, and improving. When working with customers that run machine learning training jobs in Kubernetes, we ‘ve seen that as the data set […]

AWS App Runner makes it easy to run web applications and APIs at production scale. It enables you to build, deploy, run, and observe web applications without the burden associated with infrastructure management. Many such applications externalize the storage of URLs, API keys, usernames, database secrets, and configuration parameters. Starting today, App Runner allows you to […]

Kubernetes is open-source software that allows you to deploy and manage containerized applications at scale. It manages clusters of Amazon Elastic Compute Cloud (Amazon EC2) compute instances and runs containers on those instances with processes for deployment, maintenance, and scaling. Using Kubernetes, you can run any type of containerized application using the same toolset on […]

NOTICE: October 04, 2024 – This post no longer reflects the best guidance for configuring a service mesh with Amazon EKS and its examples no longer work as shown. Please refer to newer content on Amazon VPC Lattice. ——– In this post, we will demonstrate how customers can leverage different AWS services in conjunction with […]

Security is a top priority in AWS, and in our service team we naturally focus on container security. In order to better assess where we stand, we conducted an anonymous survey in late 2019 amongst container users on AWS. Overall, we got 68 responses from a variety of roles, from ops folks and SREs to […]