AWS Open Source Blog

Adopting machine learning in your microservices with DJL (Deep Java Library) and Spring Boot

Many AWS customers—startups and large enterprises—are on a path to adopt machine learning and deep learning in their existing applications. The reasons for machine learning adoption are dictated by the pace of innovation in the industry, with business use cases ranging from customer service (including object detection from images and video streams, sentiment analysis) to […]

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Managing secrets deployment in Kubernetes using Sealed Secrets

Kubernetes is an open source system for automating the deployment, scaling, and management of containerized applications. It is especially suitable for building and deploying cloud-native applications on a massive scale, leveraging the elasticity of the cloud. Amazon Elastic Kubernetes Service (Amazon EKS) is a managed service for running a production-grade, highly available Kubernetes cluster on […]

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The Instaclustr sign of open source success

In a 2001 interview, Brian Behlendorf, then president of the Apache Software Foundation, was asked to identify the most foundational right in open source—the thing that, if removed, makes open source not open source. His response? “The right to fork.” Of course Behlendorf wasn’t riffing on flatware, but rather “the right for a user or […]

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JPL NASA Open Source Mars Rover

What’s new with the open source Robot Operating System in 2020

Not many people can say their job revolves around robotics and community, but Katherine Scott is one of them. Katherine Scott—or Kat, as her teammates call her—is a Developer Advocate at Open Robotics, an organization that develops open source software for use with robotics. Part of her job is helping developers stay focused on development […]

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Managing hybrid storage in an increasingly agile time with OpenShift Container Storage on AWS

This article is a guest post from Mayur Shetty, a Senior Solution Architect within Red Hat’s Global Partners and Alliances organization. According to the 2019 CNCF Survey, 84% of customers surveyed have containers workloads in production, which is a dramatic increase from 18% in 2018. This increase is driven by a customer need to be […]

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AutoGluon how-to tutorial

Machine learning with AutoGluon, an open source AutoML library

If you work in data science, you might think that the hardest thing about machine learning is not knowing when you’ll be done. You start with a problem, a dataset, and an idea about how to solve it, but you never know whether your approach is going to work until later, after you’ve wasted time. […]

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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 […]

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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 […]

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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 […]

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Getting started with Jitsi, an open source web conferencing solution

Teams across the world are looking for solutions that help them to work and collaborate online in these unprecedented times. There are many options that customers have, so this post will help provide you with some options if you are looking. Many teams choose to use managed solutions to enable collaboration. If your business needs […]

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