AWS Open Source Blog

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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Amazon Managed Workflows for Apache Airflow unaffected by Airflow 1.10.12 vulnerability

Amazon Managed Workflows for Apache Airflow (MWAA) is not affected by the recently announced vulnerability in Apache Airflow 1.10.12. The default airflow.cfg file uses a temporary key that is the same for all installations. In Airflow 1.10.12 and earlier, there was no restriction in using that temporary key on the Airflow web server, meaning that […]

Enhancing AWS X-Ray support in OpenTelemetry JavaScript SDK

In this post, AWS intern Kelvin Lo shares his experience of enhancing the OpenTelemetry JavaScript SDK to support AWS X-Ray. These enhancements are also available in the AWS Distro for OpenTelemetry. OpenTelemetry is a popular open source project under Cloud Native Computing (CNCF) Foundation. OpenTelemetry provides a set of components including APIs and SDKs for […]

Remote visualization in HPC using NICE DCV with ParallelCluster

NICE DCV is an AWS-owned high performance remote display protocol, which specializes in 2D/3D interactive streaming over the internet or a local network (e.g., WiFi). With the power of NICE DCV we can seamlessly connect to our remote session running either in the cloud or data center via internet from a local laptop. We can […]

Go support for AWS X-Ray now available in AWS Distro for OpenTelemetry

In this blog post, AWS interns Wilbert Guo and Kelvin Lo share their experience in enhancing the OpenTelemetry Go SDK to support sending traces to AWS X-Ray. These enhancements are also available in the AWS Distro for OpenTelemetry. AWS X-Ray is a service that collects data and provides tools that allow us to view, filter, […]

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How AWS and Grafana Labs are scaling Cortex for the cloud

This post was co-authored by Jérôme Decq, Richard Anton, and Tom Wilkie. When we decided to offer a monitoring solution purpose-built for containers users, supporting Prometheus use-case patterns quickly became necessary. However, using Prometheus at cloud scale is difficult. We studied different architectures such as Prometheus plus a dedicated time series database, Thanos, and Cortex. […]

Deploy fast.ai-trained PyTorch model in TorchServe and host in Amazon SageMaker inference endpoint

Over the past few years, fast.ai has become one of the most cutting-edge, open source, deep learning frameworks and the go-to choice for many machine learning use cases based on PyTorch. It has not only democratized deep learning and made it approachable to general audiences, but fast.ai has also become a role model on how […]