AWS Open Source Blog

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How Netflix uses Deep Java Library (DJL) for distributed deep learning inference in real-time

This post was written by Stanislav Kirdey, Lan Qing, Lai Wei, and Lu Huang. Netflix is one of the world’s largest entertainment services and it supports more than 190 million subscribers from different countries viewing from more than a thousand types of devices every day. One of the ways Netflix is able to sustain a […]

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Migrating X-Ray tracing to AWS Distro for OpenTelemetry

In the context of containerized microservices, we face the challenge of being able to tell where along the request path things happen and efficiently drill into signals and logs. As a developer, you don’t want to fly blind and one popular way to provide these insights is distributed tracing. In this post we walk through […]

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The CDK Patterns open source journey

This post was contributed by Matthew Coulter, Technical Architect at Liberty Mutual. In the summer of 2019, I successfully applied for a promotion to the position of account architect at Liberty IT Solutions, a part of Liberty Mutual Group. This changed everything, as I went from being the systems architect supporting one area to an […]

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Working backwards: The story behind the AWS Cloud Development Kit

Behind every successful open source project, you’ll find a real problem that needed to be solved. In this post, I will explore one such example through the backstory of the AWS Cloud Development Kit, or AWS CDK for short. A big part of this story involves the impact of the Amazon culture and our approach […]

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Improving zlib-cloudflare and comparing performance with other zlib forks

The zlib compression library is widely used to compress and decompress data. This library is utilized by popular programs like the Java Development Kit (JDK), Linux distributions, libpng, Git, and many others. Because zlib is widely adopted, the maintainer of the original version accepts only bug fixes with significant impact. This approach has resulted in […]

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Testing AWS Lambda functions written in Java

Testing is an essential task when building software. Testing helps improve software quality by finding bugs before they reach production. The sooner we know there is a defect in code, the easier and cheaper it is to correct. Automated tests are a central piece in reducing this feedback loop. In association with a continuous integration […]

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How the jsii open source framework meets developers where they are

A central part of the value proposition that the AWS Cloud Development Kit (AWS CDK) is set to deliver is the ability for developers to express their infrastructure requirements in the programming languages they are most comfortable with. The DevOps movement has blurred the line between application code and infrastructure definition, and it is only […]

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Integrating EC2 macOS workers with EKS and Jenkins

Kicking off re:Invent 2020, VP of EC2 at AWS, Dave Brown, introduced an all new Amazon EC2 Mac instance. This new Amazon Elastic Compute Cloud (Amazon EC2) instance allows developers to build, test, package, and sign Xcode applications for the Apple platforms including macOS, iOS, iPadOS, tvOS, watchOS, and Safari. One common question I hear from […]

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How Falco uses Prow on AWS for open source testing

This post was co-written with Leo Di Donato, an open source software engineer at Sysdig in the Office of the CTO. Kubernetes has seen massive growth in the past few years. However, with all growth comes growing pains, and CI/CD has brought a few interesting problems to the space, especially for the open source community. […]

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re:Invent open source highlights: Week 3

Over the past three weeks, re:Invent 2020 has featured hundreds of sessions across many different topics and tracks. In this third and final post of the series, we’ll share open source highlights from week three. If you missed the previous articles, make sure you check out the first and second week’s highlights as well. Finally, […]

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