Open source observability for AWS Inferentia nodes within Amazon EKS clusters
Machine Learning Blog
This article provides an overview of open source observability for AWS Inferentia nodes within Amazon EKS clusters, including steps to deploy and monitor the performance of ML chips using Amazon Managed Service for Prometheus and Amazon Managed Grafana.
Specifically, the article covers:
- Solution overview and architecture
- Prerequisites and environment setup
- Bootstrapping the AWS CDK environment
- Deploying the solution using the AWS CDK Observability Accelerator
- Validating the solution and verifying resources
- Visualizing data using the Grafana Neuron dashboard
- Cleaning up resources
The AWS News Feed is currently looking for gold sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.
Related articles
May 14
2024
2024
Enhancing observability with a managed monitoring solution for Amazon EKS
Sep 25
2024
2024
Simplify observability of Kubernetes clusters using the SolarWinds EKS add-on available in AWS Marketplace
Nov 19
2025
2025
Amazon EKS introduces enhanced container network observability
Jun 12
2025
2025
Implement observability for Amazon EKS workloads using the Instana Amazon EKS Add-on
The AWS News Feed is currently looking for silver sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.