Category: Technical How-to

At our annual re:Invent conference in December 2020 we announced an all new macOS-based Amazon Elastic Compute Cloud (Amazon EC2) instance. This new instance allows developers to build, test, and package their applications for all Apple platforms, such as macOS, iOS, iPadOS, tvOS, and watchOS. Customers have been asking us for ways to integrate their […]

In this post, AWS intern engineers Azfaar Qureshi and Shovnik Bhattacharya talk about their experience building the OpenTelemetry Prometheus Remote Write Exporter for Python. They share their experiences in tackling challenges they faced while building this tool, which is used for sending metrics to Prometheus protocol-based service endpoints. As software deployments become increasingly more complex, […]

April 16, 2021: This article has been updated to reflect changes introduced by AWS Signature Version 4 support on Prometheus server. We recently announced Amazon Managed Service for Prometheus (AMP) that allows you to create a fully managed, secure, Prometheus-compatible environment to ingest, query, and store Prometheus metrics. In a previous blog post from the […]

With the newest tools and services provided by AWS, such as AWS ParallelCluster, you can set up a fully functional high-performance computing (HPC) cluster in minutes. ParallelCluster not only simplifies the process of setting up and running technical and scientific applications, it also takes advantage of the power, scale, and flexibility of the cloud and […]

This post was written by Robert Fratto, Imaya Kumar Jagannathan, and Alolita Sharma. The Grafana Cloud Agent is a lightweight alternative to running a full Prometheus server. It keeps the necessary parts for discovering and scraping Prometheus exporters and sending metrics to the backend, which in this case is the Amazon Managed Service for Prometheus […]

Cloud Custodian is an open source, cloud security, governance, and management tool that enables users to keep their Amazon Web Services (AWS) environment secure and well managed by defining policies in a YAML domain specific language (DSL). Cloud Custodian works by defining policies in a YAML file and running the defined policies against AWS accounts. […]

The recently launched Amazon Managed Service for Prometheus (AMP) service provides a highly available and secure environment to ingest, query, and store Prometheus metrics. We can query the metrics from the AMP environment using Amazon Managed Grafana, a self-hosted Grafana server, or using the HTTP APIs. In this article, we will look at how to […]

Bottlerocket is an open source, special-purpose operating system designed for hosting Linux containers, which was launched in 2020. As I delved into the Bottlerocket build system for a deeper understanding, I found it helpful to describe the system in detail (a form of rubber-duck debugging). This article is the result of my exploration and will […]

This post was contributed by Qing Lan, Carol McDonald, and Kong Zhao. With the growing interest in deep learning (DL), more users are using DL in their production environments. Because DL requires intensive computational power, developers are leveraging GPUs to do their training and inference jobs. As part of a major Apache Spark initiative to […]

This post was written by Stanislav Kirdey, Lan Qing, Lai Wei, and Lu Huang. Netflix is one of the world’s largest entertainment services with over 260 million members in more than 190 countries. One of the ways Netflix is able to sustain a high-quality customer experience is by employing deep learning models in the observability […]