AWS Open Source Blog

Category: Compute

A&E Engineering uses serverless technology to host online machine learning models

How A&E Engineering Uses Serverless Technology to Host Online Machine Learning Models

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).

Kubernetes Migration Factory main art

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.

How to use Amazon Lookout for Vision Python SDK

Amazon Lookout for Vision Python SDK: Cross-validation and Integration with Other AWS Services

Learn how to use the open source Python SDK for Lookout for Vision in either AWS Glue or AWS Lambda to quickly identify differences in images of objects at scale.

Running Dicoogle, an open source PACS solution, on AWS (part 2)

This blog post is the second part of a two-part series that describes how to host a secure Digital Imaging and Communications in Medicine (DICOM) server on AWS using Dicoogle open source software. In part one of this blog series, I introduced DICOM, explained the functionalities the solution provides, highlighted the AWS services used, and […]

Deploying Open Policy Agent (OPA) as a sidecar on Amazon Elastic Container Service (Amazon ECS)

Introduction The sidecar deployment pattern lets developers decouple monolithic applications into separate processes with high levels of isolation and encapsulation. To address cross-cutting concerns like logging, monitoring, and authorization, organizations can decouple these operations into sidecar containers shared across multiple microservices within a deployment. In order to perform operations like authorization, microservice deployments often depend […]

Increase app responsiveness with MongoDB Realm mobile database and AWS Wavelength

This post was contributed by Robert Oberhofer, Senior Director of Technology Partnerships at MongoDB. This blog post introduces MongoDB Realm, and examines its core characteristics and key benefits. While Realm is widely used for building mobile applications, its capabilities are also relevant for other problem spaces, including IoT and Edge. Introduction to Realm Realm database […]