AWS Open Source Blog

Category: AWS Lambda

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).

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.

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 […]

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 […]

Easily Running Open Policy Agent Serverless with AWS Lambda and Amazon API Gateway

Open Policy Agent (OPA) is an open source general-purpose policy engine, licensed under the Apache License 2.0, that allows you to decouple policy decision-making from application code. OPA assists organizations in effectively implementing policy as code. It allows policy to be expressed through a high-level declarative language (Rego), and it also allows policy authoring to […]

Simplify development using AWS Lambda container image with a Serverless Framework

Container image support for AWS Lambda lets developers package function code and dependencies using familiar patterns and tools. With this pattern, developers use standard tools like Docker to package their functions as container images and deploy them to Lambda. In this post, we demonstrate how to use open source tools and AWS continuous integration and […]

Building a multi-tenant Kubeflow environment on Amazon EKS using Amazon Cognito and ADFS

NOTE: Since this blog post was written, much about Kubeflow has changed. While we are leaving it up for historical reference, more accurate information about Kubeflow on AWS can be found here. The Kubeflow project is dedicated to making deployments of machine learning (ML) workflows on Kubernetes simple, portable, and scalable. The project’s goal is […]