This article explains how to implement comprehensive observability for AWS Parallel Computing Service using Amazon Managed Grafana and Amazon Managed Service for Prometheus. The solution provides detailed visibility into HPC environments by gathering metrics from multiple sources and presenting unified dashboards for monitoring cluster status, job performance, GPU utilization, and network adapter metrics.