AWS Open Source Blog
AWS partner A&E Engineering is using online machine learning models to monitor realtime data for improved manufacturing. Learn how to successfully deploy an online serverless machine learning model using open source Python River and AWS Cloud Development Kit (AWS CDK).
Supply Chain Security on Amazon Elastic Kubernetes Service (Amazon EKS) using AWS Key Management Service (AWS KMS), Kyverno, and Cosign
Learn how to integrate open source Cosign with AWS KMS and ensure supply chain security is maintained using open source Kyverno.
Twin Neural Network Training with PyTorch and Fast.ai and its Deployment with TorchServe on Amazon SageMaker
In this post we demonstrate how to train a Twin Neural Network based on PyTorch and Fast.ai, and deploy it with TorchServe on Amazon SageMaker inference endpoint. For demonstration purposes, we build an interactive web application for users to upload images and make inferences from the trained and deployed model, based on Streamlit, which is an open source framework for data scientists to efficiently create interactive web-based data applications in pure Python.
Learn how to use Amazon Elastic Compute Cloud (Amazon EC2), Amazon Route 53, AWS Certificate Manager (ACM), and Elastic Load Balancing to create a secure WordPress site within AWS GovCloud.
How to Apply GitOps to Everything Using Amazon Elastic Kubernetes Service (Amazon EKS), Crossplane, and Flux
Open source Crossplane enables GitOps to be applied virtually everywhere using Kubernetes as a proxy to provision and manage cloud resources. This article will take you in a step-by-step workflow to provision Amazon Elastic Kubernetes Service (Amazon EKS) clusters and an Amazon Relational Database Service (Amazon RDS) database the GitOps way using Crossplane and Flux.
Amazon is excited to open source a key technology that powers EventBridge as Event Ruler under the Apache 2.0 license. Event Ruler is a Java library that allows you to build applications that can match any number of rules against events at several hundred thousand events per second.
Using Kubernetes Migration Factory (KMF) to migrate from Google Kubernetes Engine (GKE) to Amazon Elastic Kubernetes Service (Amazon EKS)
Open source Kubernetes Migration Factory (KMF) can be used to quickly migrate your Kubernetes workloads from GKE to an Amazon EKS cluster. In this blog post, we provided an example of how KMF can be used from an operating system terminal.
Learn how AWS contributes to the scalability and operational efficiency of open source Ray and how AWS customers use Ray with AWS-managed services for secure, scalable, and enterprise-ready workloads across the entire data processing and AI/ML pipeline.
When running Nextcloud, you will eventually be restricted by the limits of your server’s disk, or when a team rapidly accumulates documentation. Using Nextcloud’s external storage to outsource files securely to Amazon Simple Storage Service (Amazon S3) offers a simple solution.
Accelerate AWS IAM Identity Center (Successor to AWS Single Sign-On) Implementation using AWS Cloud Development Kit (AWS CDK)
In conversations with our customers, we often hear that they find it tedious to write AWS CloudFormation templates to create new permission sets, assign permission sets to users and groups in AWS IAM Identity Center (successor to AWS Single Sign-On) and grant access for users and groups to multiple AWS accounts in their organization. This […]