AWS Open Source Blog
Category: Open Source
Why developers like Apache TinkerPop, an open source framework for graph computing
Apache TinkerPop is an open source computing framework for graph databases and graph analytic systems. Designed to appeal to software developers, TinkerPop lets developers add graph computing capabilities to their applications without worrying about developing APIs, graph processing engines, or graph algorithms. Although Apache TinkerPop is an open source project rather than a formal standard, […]
Simplifying OpenTelemetry Collector and Go library releases with the Go MultiMod tool
Managing versions and releases of multiple Go Modules can be a struggle to perform manually for maintainers of large repositories, especially due to the lack of official Golang support for this task. In this post, AWS Observability intern software engineer Eddy Lin discusses his experience building the Go MultiMod tool, an open source solution that […]
Solving the Traveling Salesperson Problem with deep reinforcement learning on Amazon SageMaker
The Traveling Salesperson Problem (TSP) is one of the most popular NP-hard combinatorial problems in the theoretical computer science and operations research (OR) community. It asks the following question: “Given a list of cities and the distances between each pair of cities, what is the shortest possible route that visits each city exactly once and […]
Building a series deletion API in Cortex
In this post, Ilan Gofman, an intern on the Amazon Managed Service for Prometheus team, shares his experience of designing and implementing the series deletion feature inside of the Cortex open source project. This new API will provide the ability to delete series from Cortex using the blocks storage engine. This blog post details the […]
Using PostgreSQL with Spring Boot on AWS — Part 2
Using PostgreSQL with Spring Boot on AWS — Part 1 Using PostgreSQL with Spring Boot on AWS — Part 2 This is the second installment of a two-part tutorial by Björn Wilmsmann, Philip Riecks, and Tom Hombergs, authors of the book Stratospheric: From Zero to Production with Spring Boot and AWS. Björn, Philip, and Tom […]
Using PostgreSQL with Spring Boot on AWS — Part 1
Using PostgreSQL with Spring Boot on AWS — Part 1 Using PostgreSQL with Spring Boot on AWS — Part 2 This is the first installment of a two-part tutorial by Björn Wilmsmann, Philip Riecks, and Tom Hombergs, authors of the book Stratospheric: From Zero to Production with Spring Boot and AWS. Björn, Philip, and Tom […]
Migrating from self-managed Apache Airflow to Amazon Managed Workflows for Apache Airflow (MWAA)
This post was written by Tomas Christ, Solution Architect at eprimo GmbH. eprimo GmbH is a wholly owned subsidiary of E.ON SE, situated near Frankfurt, Germany. It represents the largest purely green-energy supplier in Germany with some 1.7 million customers. Currently, eprimo has a staff of approximately 160 people. We have been using Amazon Web […]
How to use InfluxDB and Grafana to visualize ML output with AWS IoT Greengrass
Machine learning (ML) algorithms are widely used for computer vision (CV) applications, such as image classification, object detection, and semantic segmentation. With the latest development of the Industrial Internet of Things (IIoT), ML algorithms can be directly implemented at the edge device to process image data and perform anomaly detection, such as for product quality […]
AWS Distro for OpenTelemetry 0.12 adds metrics support for AWS Lambda, Amazon ECS on EC2 metrics, and Amazon EKS metrics in Amazon Managed Prometheus (Preview)
AWS Distro for OpenTelemetry (ADOT) 0.12.0 is now available. You can download the latest ADOT Collector image from the Amazon Elastic Container Registry (Amazon ECR) Public Gallery. Release highlights Amazon Elastic Kubernetes Service (Amazon EKS) Infrastructure metrics and trace collection: Enhanced support in the Collector for gathering Amazon EKS infrastructure metrics and traces. This discovery […]
Adding AWS X-Ray support to the OpenTelemetry PHP library
In this blog post, AWS observability team intern engineer Oliver Hamuy shares his internship experience on his project to enhance the OpenTelemetry PHP SDK by adding support for AWS X-Ray. Please note that the OpenTelemetry PHP SDK is in development and in alpha state currently. We’ve tested the X-Ray pipeline for simple tracing using a […]