AWS Open Source Blog

Category: Management Tools

Diagram: Batching Telemetry data flow in the OpenTelemetry Lambda extension

AWS Distro for OpenTelemetry adds Lambda layers for more languages and Collector

The latest release of the AWS Distro for OpenTelemetry (ADOT) now provides AWS-managed Lambda layers for Java, NodeJS, and Python for an easier getting-started experience for customers sending traces from their applications to AWS X-Ray. ADOT 0.9.0 also now provides a Lambda layer for the OpenTelemetry Collector for customers to collect trace data from their […]

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Using Streamlit to build an interactive dashboard for data analysis on AWS

In this article, we’ll show how to stand up an Exploratory Data Analysis (EDA) dashboard for business users using Amazon Web Services (AWS) with Streamlit. Streamlit is an open source framework for data scientists to efficiently create interactive web-based data applications in pure Python. In this tutorial, the EDA dashboard allows for quick end-to-end deployment […]

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Using Amazon Managed Service for Grafana to troubleshoot a serverless application

Amazon Managed Service for Grafana (AMG), is a fully managed service that makes visualizing and analyzing operational data at scale easier. Many customers choose AMG because of an existing investment in Grafana, its deep integration with vendors they might already be using, consolidation of metrics across environments, and powerful visualizations for both in-cloud and on-premises […]

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AWS One Observability Demo Workshop: What’s new with Prometheus, Grafana, and OpenTelemetry 

Amazon Web Services (AWS) offers a variety of observability services and tools to gain visibility and insights about your workload’s health and performance. For example, Amazon CloudWatch and AWS X-Ray offer a variety of features to collect, ingest, and perform operations on traces, metrics, and log data generated from workloads. Purpose-built solutions, such as CloudWatch […]

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Diagram of Prometheus 2.26 adds AWS Signature Version 4 support

Prometheus 2.26.0 adds AWS Signature Version 4 support

The latest release of Prometheus (v2.26.0), an open source systems monitoring and alerting toolkit, rolled out native AWS Signature Version 4 authentication support. With this new feature, the Prometheus server is able to directly make remote-write API calls to send metrics to the Amazon Managed Service for Prometheus (AMP) without having to rely on a […]

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Tracing AWS Lambda functions in AWS X-Ray with OpenTelemetry

AWS Distro for OpenTelemetry is a secure, Amazon Web Services (AWS)-supported, production-ready distribution of the Cloud Native Computing Foundation (CNCF) OpenTelemetry project that provides open source APIs, libraries, and agents to collect distributed traces and metrics for application monitoring. OpenTelemetry is a community effort to simplify observability instrumentation for all. As a committed, active member of […]

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Using strong typing practices to declare a large number of resources with AWS CDK

AWS Cloud Development Kit (AWS CDK) is an open source software development framework that is used to declare Infrastructure as Code (IaC). It allows users to declare infrastructure in a general-purpose programming language and is an abstraction built on top of AWS CloudFormation. Resources declared in AWS CDK compile down to CloudFormation stacks that can […]

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AWS Distro for OpenTelemetry adds StatsD and Java support

AWS Distro for OpenTelemetry (ADOT) 0.8.0 is now available with StatsD support in the Collector and stable Java 1.0 support with an auto-instrumentation agent for observing your Java applications. StatsD Receiver The StatsD receiver is part of the OpenTelemetry Collector and collects StatsD metrics for exporting to your choice of monitoring service. This StatsD receiver […]

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Metrics collection from Amazon ECS using Amazon Managed Service for Prometheus

Prometheus is an open source monitoring solution that has emerged as a very popular tool for collecting metrics from microservices running in a variety of environments including Kubernetes. In tandem with Grafana, a widely deployed data visualization tool, Prometheus enables customers to query and visualize operational metrics collected from their workloads. Customers deploying their Prometheus […]

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Diagram illustrating the setup outlined throughout the post.

Setting up cross-account ingestion into Amazon Managed Service for Prometheus

April 21, 2021: This article has been updated to reflect changes introduced by Sigv4 support on Prometheus server. 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 Service […]

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