AWS Open Source Blog

Category: Open Source

diagram of host machine, container, code, and datasets and checkpoints

Why use Docker containers for machine learning development?

I like prototyping on my laptop, as much as the next person. When I want to collaborate, I push my code to GitHub and invite collaborators. And when I want to run experiments and need more compute power, I rent CPU and GPU instances in the cloud, copy my code and dependencies over, and run […]

24 open source tools for the serverless developer: Part 2

September 8, 2021: Amazon Elasticsearch Service has been renamed to Amazon OpenSearch Service. Visit the website to learn more. This article is a guest post from AWS Serverless Hero Yan Cui. In the first part of this two-part series, we looked at deployment frameworks and explored some of the best Serverless Framework plugins. We also […]

How to integrate AWS Lambda with Spinnaker

In mid-2018, AWS began contributing to an exciting open source project, Spinnaker from Netflix. Spinnaker is a cloud-based continuous delivery platform for releasing software changes rapidly and reliably. Spinnaker enables developers to focus on writing code and deploying their applications without having to worry about the underlying infrastructure. It integrates seamlessly with tools such as […]

AWS Sync Routes architecture diagram

Sync routes across route tables with AWS Sync Routes, a serverless open source project

If your network architecture includes multiple route tables in your Amazon Virtual Private Cloud (VPC) and you’ve been looking for an automated solution for synchronizing route target updates across route tables, check out the AWS Sync Routes project. Or, if you just want to explore a ready‑to‑deploy, serverless infrastructure as code project, then the AWS Sync Routes project can help here, too. This […]

output of ./scripts/create-stack.sh

Continuous delivery with server-side Swift on AWS

Swift is a general-purpose programming language released by Apple in 2014. It aimed to provide many of the features of Objective-C, such as type safety, late binding, and dynamic dispatch, in a package that would improve developer productivity and code safety. Although Swift has been a popular replacement for Objective-C for iOS development, it is […]

Clare Liguori speaking at re:Invent.

re:Cap part three – open source at re:Invent 2019

Wrapping up our final summary, we kick off with a roundup of the open source updates in the area of compute and emerging technologies. We start with a great explanation of Fargate on Firecracker from Clare Ligouri during Werner Vogel’s keynote, and proceed to a broad selection of the container sessions and workshops that ran […]