Jacob Tomlinson 4/9/2021

Monitoring Dask + RAPIDS with Prometheus + Grafana

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This technical tutorial explains how to install and configure Prometheus with Grafana to monitor a RAPIDS environment. It covers exporting metrics from the system (node_exporter), GPUs (DCGM-exporter), and Dask's native dashboard, followed by manual Prometheus configuration for a single-host setup using Docker Compose.

Monitoring Dask + RAPIDS with Prometheus + Grafana

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