AWS Open Source Blog
Category: Technical How-to
Using R with Amazon Web Services for document analysis
This article is a guest post from David Kretch, Lead Data Scientist at Summit Consulting. In our previous post, we covered the basics of R and common workload pairings for R on AWS. In this second article in a two-part series, we’ll take a deeper dive on building a document processing application with AWS services. We’ll […]
Getting started with R on Amazon Web Services
This article is a guest post from David Kretch, Lead Data Scientist at Summit Consulting. As R workloads grow and become increasingly resource intensive, the ability to move from a local compute environment to scaleable, fully managed cloud services on Amazon Web Services (AWS) becomes extremely valuable for cost, speed, and resiliency reasons. In this two-part […]
How a startup wants to help secure the open source ecosystem with huntr, a bug bounty board
This article is a guest post from 418sec co-founders Adam Nygate, Jake Mimoni, and Jamie Slome. Dependency on open source code has grown over the years, and as new open source technologies are introduced, so are more vulnerabilities. Review by “many eyes” helps secure open source software, and depends on exposing the code to as […]
Deploying an AWS Lambda function with the serverless framework and Tekton
This article is a guest post from Sebastien Goasguen, co-founder of TriggerMesh. Deploying AWS Lambda functions with the serverless framework is arguably the easiest way to deploy functions and configure how they get triggered. If you want to automate your function deployment, you will most likely do so via your CI/CD workflow. A CI/CD pipeline […]
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 […]
Connecting AWS managed services to your Argo CD pipeline with open source Crossplane
This article is a guest post from Dan Mangum, a software engineer at Upbound. Cloud infrastructure is maturing rapidly, enabling businesses to take advantage of new architectures and services alongside applications running on Amazon Elastic Container Service (Amazon ECS). Infrastructure teams find that they are managing both traditional cloud environments, using tools such as AWS […]