Exploring SageMaker HyperPod cluster metrics in Amazon Managed Grafana - Amazon SageMaker AI
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Exploring SageMaker HyperPod cluster metrics in Amazon Managed Grafana

After you connect Amazon Managed Grafana to your Amazon Managed Service for Prometheus workspace, you can use Grafana's query editor and visualization tools to explore your metrics data. Amazon Managed Grafana provides multiple ways to interact with Prometheus data, including a comprehensive query editor for building PromQL expressions, a metrics browser for discovering available metrics and labels, and templating capabilities for creating dynamic dashboards. You can perform range queries to visualize time series data over periods and instant queries to retrieve the latest values, with options to format results as time series graphs, tables, or heatmaps. For detailed information about configuring query settings, using the metrics browser, and leveraging templating features, see Using the Prometheus data source.