Tag: Amazon CloudWatch

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 […]

Overview Maintaining and improving end user experience is key and as your business grows, the number of endpoints you need to observe can grow quickly. It can become more challenging and time consuming to build multiple canaries to observe them. This solution is designed to show how you can use a consistent and automated approach […]

Introduction In this blog post, we will share how you can use AWS-native observability tools to measure the current state of your modern serverless applications and how to get started with the minimal effort. We will review tools like Amazon CloudWatch and AWS X-Ray and explore how these services can help you instrument your application […]

Introduction Lambda@Edge is a powerful feature of Amazon CloudFront that allows you to execute serverless code closer to your application users, resulting in improved performance and reduced latency. By distributing Lambda@Edge functions to edge locations worldwide, AWS ensures that the code executes closer to end users, providing faster response times. Moreover, the serverless nature of […]

Amazon Elastic Compute Cloud (Amazon EC2) emits several metrics for your EC2 instance to Amazon CloudWatch. However, memory metrics isn’t one of the default metrics provided by Amazon EC2. Several memory heavy applications like Big Data Analytics, In-memory Databases, Real-time Streaming require you to monitor memory utilization on the instances for operational visibility. These applications […]

Back in July 2022, we announced AWS config compliance scores for conformance packs which helps you quantify your compliance posture as an Amazon CloudWatch metric. It’s a quantitative measure of compliance status. While customers can have hundreds of AWS accounts where AWS Config is enabled and each account and each AWS Region have a different compliance score. While […]

You can now configure thresholds for when Amazon CloudWatch Internet Monitor creates health events for your application’s internet traffic. Internet Monitor creates health events when availability or performance scores drop across your application’s monitored geographies. Overview of threshold configuration options Internet Monitor provides near-continuous internet measurements for your internet traffic, including availability and performance metrics, […]

Today we are happy to announce the all-new AWS CDK Observability Accelerator – a set of opinionated modules to help you set up observability for your AWS environments with AWS Native services and AWS-managed observability services such as Amazon Managed Service for Prometheus, Amazon Managed Grafana, AWS Distro for OpenTelemetry (ADOT) and Amazon CloudWatch. AWS […]

In this blog, we will look into how enterprises can approach migrating on-prem Spring Cloud microservices to Amazon Elastic Kubernetes Service (Amazon EKS). With managed service offerings from AWS, developers can eliminate the need to run and manage cross-cutting services like Service Registry, Config Server and API Gateway. By using AWS services, developers can focus on […]

Monitoring performance metrics of AWS resources is crucial for any business use case running in cloud. AWS Well-Architected Framework best practices recommend customers to setup observability and monitoring for their infrastructure on AWS. But, as AWS usage for customer increases, it gets harder to observe and visualize the data and metrics at scale and identify […]