ScyllaDB Monitoring Stack with Datadog: A Tale about Datadog – Prometheus integration

ScyllaDB Monitoring Stack, an open-source solution, utilizes Prometheus for data collection and Grafana for dashboard creation, enabling effective monitoring of ScyllaDB servers. Prometheus employs a pull-based approach to gather metrics directly from applications, like ScyllaDB, using a Prometheus API or exporters for other applications. Datadog integration with Prometheus can be achieved either by installing a Datadog agent on each ScyllaDB server or by using Prometheus federation to gather metrics from a central Prometheus server. The latter method requires only one Datadog agent and is recommended due to its simplicity and reduced resource competition with ScyllaDB servers. Despite offering robust Datadog integration, maintaining the ScyllaDB Monitoring Stack is advised for its comprehensive dashboards, which aid in diagnostics and support.