Category: Monitoring and observability

Traditionally, scraping application Prometheus metrics required manual updates to a configuration file, posing challenges in dynamic AWS environments where Amazon EC2 instances are frequently created or terminated. This not only proves time consuming but also introduces the risk of configuration errors, lacking the agility necessary in dynamic environments. In this blog post, we will demonstrate […]

AWS customers are increasingly relying on AWS User Notifications to monitor and get real-time notifications about the AWS resources that are most important to them. The AWS Console Mobile Application can be configured as a notification delivery channel, where users can monitor AWS resources, get detailed resource notifications, diagnose issues, and take remedial actions, from […]

Troubleshooting often involves complex analysis across fragmented telemetry data. While alarms on metrics can signal high-level deviations, deeper context often resides in other areas such as log messages, which help uncover the root cause. This disjointed approach not only consumes time and effort, but also inflates telemetry costs. In this post, we’ll showcase how structured […]

If you run Windows workloads on Amazon Elastic Compute Cloud (Amazon EC2), monitoring the health and performance of your Windows Services is essential for reliable systems administration. It’s not just about ensuring uptime; it’s about having a pulse on your system’s health and performance. With a variety of services operating in the background, each playing […]

This post was co-authored with Nicolas Fournier, Platform Engineer at Unitary. Every day, over 80 years’ worth of video content is uploaded online. Some of this content can also be harmful. Unitary knows that human moderators are the current gold standard for moderation, but this manual approach does not scale. While automated systems can scale, […]

In this guest blog post, Nauman Noor (Managing Director), Fabio Dias (Cloud Developer), and Dylan Alibay (Cloud Developer) from the platform engineering team at State Street discuss their use of Amazon Managed Prometheus and AWS Distro for OpenTelemetry to enable monitoring in a multi-tenant, multi-account, and multi-region environment. In the ever-evolving financial services landscape, State […]

Amazon CloudWatch is a foundational AWS service that provides you with actionable insights into your cloud resources and applications. With Amazon CloudWatch Metrics, you can gain better visibility into your infrastructure and large-scale application performance. You can set up alarms using Amazon CloudWatch Alarms for metrics emitted by AWS services or your applications. Identifying which metrics […]

Today, customers operate tens, hundreds, or even thousands of applications arranged in complex distributed systems composed of many interdependent services. These applications need to be continuously available and performant to maintain end-user satisfaction and business growth. Amazon CloudWatch Application Signals (now in Preview) makes it easy to automatically instrument and operate applications on AWS to […]

Application performance monitoring (or APM) is the practice of taking key application performance indicators to ensure system availability, improve system performance, and improve the end-user experience. This week we announced Amazon CloudWatch Application Signals, a new set of features built-in to Amazon CloudWatch to help you speed up troubleshooting, reduce application disruptions, and operational costs, […]

As machine learning (ML) workloads continue to grow in popularity, many customers are looking to run them on Kubernetes with graphics processing unit (GPU) support. Amazon Elastic Compute Cloud (Amazon EC2) instances powered by NVIDIA GPUs deliver the scalable performance needed for fast ML training and cost-effective ML inference. Monitoring GPU utilization gives valuable information for researchers working […]