AWS Open Source Blog

Category: Developer Tools

Adding CDK Constructs to the AWS Analytics Reference Architecture

Adding CDK Constructs to the AWS Analytics Reference Architecture

In 2021, we released the AWS Analytics Reference Architecture, a new AWS Cloud Development Kit (AWS CDK) application end-to-end example, as open source. In 2022, we extended the scope of this project with AWS CDK constructs to provide more granular and reusable examples.

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).

Accelerate AWS IAM Identity Center Implementation Using AWS Cloud Development Kit

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 […]

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 […]

Running Dicoogle, an open source PACS solution, on AWS (part 1)

This blog is the first part of a two-part series that describes how to host a secure DICOM server on AWS. It is based on the Dicoogle open source software, which provides the functionality of a PACS (picture archiving and communication system). A PACS stores and indexes DICOM medical image files, and uses the DICOM […]

opentelemetry feature image

AWS Distro for OpenTelemetry is now generally available for metrics

At the end of 2021 we made traces in OpenTelemetry generally available (GA) and then the focus in the Cloud Native Computing Foundation (CNCF) OpenTelemetry project moved to metrics. We worked upstream in the community to implement metrics in SDKs and ensure compatibility with Prometheus as well as to stabilize the collector to support metrics. […]