Tag: Amazon CloudWatch

Customers use chat collaboration applications like Microsoft Teams and Slack to collaborate and manage their AWS applications. AWS Chatbot is a ChatOps service that enables customers to monitor, troubleshoot issues, and manage AWS applications from chat channels. AWS Chatbot provides autonomy and customizability to DevOps teams operating their AWS environments on the go from chat […]

Detecting security risks and investigating the corresponding findings is essential for protecting your AWS environment from potential threats, ensuring the confidentiality, integrity, and availability of your data and resources for your business needs. As shown in Image 1, effective incident response follows a systematic approach of identifying, detecting, investigating, prioritizing, and resolving security findings. By analyzing […]

AWS has been named as a Challenger in the 2024 Gartner Magic Quadrant for Observability Platforms, previously known as Gartner Application Performance Monitoring (APM) and Observability Magic Quadrant. This report assesses vendors based on their Ability to Execute and Completeness of Vision. Compared to the previous year, AWS has moved up higher on the Ability […]

Blog is guest authored by Nasia Ullas of MSD. Enhancing the resilience and productivity of manufacturing processes is essential for pharmaceutical companies to meet business continuity objectives and innovate continuously. Merck & Co., Inc., also known as MSD outside of the United States and Canada, a global bio-pharmaceutical company, mitigated resilience challenges by adopting AWS […]

With the pace of innovation with Generative AI applications, there is increasing demand for more granular observability into applications using Large Language Models (LLMs). Specifically, customers want visibility into: Prompt metrics like token usage, costs, and model IDs for individual transactions and operations, apart from service-level aggregations. Output quality factors including potential toxicity, harm, truncation […]

Customers build, deploy, and maintain millions of web applications on AWS and many customers deploy these applications using the Apache web application server. Web application performance is a key metric in modern enterprise applications. On AWS customers leverage Amazon CloudWatch to monitor response times, uptime, and provide SLAs. Engineering teams that run large scale applications […]

As machine learning models grow more advanced, they require extensive computing power to train efficiently. Many organizations are turning to GPU-accelerated Kubernetes clusters for both model training and online inference. However, properly monitoring GPU usage is critical for machine learning engineers and cluster administrators to understand model performance and to optimize infrastructure utilization. Without visibility […]

Introduction Monitoring the health and performance of your media services is critical to ensuring a seamless viewing experience for your customers. Amazon CloudWatch provides powerful monitoring capabilities for Amazon Web Services (AWS) resources. Setting up comprehensive dashboards can be a time-consuming process, especially for organizations managing large number of resources across multiple regions. The Automatic CloudWatch […]

Customers who develop APIs can control access to them using Amazon Cognito user pools as an authorizer. Testing these APIs should take into account the additional security controls in place to effectively validate that the APIs are working, and Amazon CloudWatch Synthetics enables proactive testing of these APIs. If you are using Amazon Cognito User […]

At AWS, we consider reliability as a capability of services to withstand major disruptions within acceptable degradation parameters and to recover within an acceptable timeframe. Service reliability goes beyond traditional disciplines, such as availability and performance, to achieve its goal. Components of a system or application will eventually fail over time. Like our CTO Werner Vogels […]