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
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