By bringing Profiles Drilldown into the knowledge graph, you can go from detecting a performance issue to understanding the exact code paths behind it (no context switching required).

Grafana is an open-source analytics and monitoring platform that allows users to visualize and analyze metrics from various data sources. The Grafana blog covers topics such as data visualization, monitoring best practices, and new features in Grafana software. Developers and data engineers can learn how to leverage Grafana for monitoring infrastructure, analyzing performance metrics, and creating interactive dashboards for data-driven decision-making.

Grafana Labs

Grafana has integrated Profiles Drilldown into the Grafana Cloud Knowledge Graph, enabling engineers to move directly from detecting CPU or memory spikes to exploring code-level flame graphs without switching tools or writing queries. The integration automatically inherits entity context, filters, and time windows from the knowledge graph, and sits alongside Metrics, Logs, and Traces Drilldown for a unified queryless investigation workflow. The typical flow involves spotting an anomalous KPI in the knowledge graph, clicking into Profiles Drilldown, and using interactive flame graphs to identify the most resource-intensive functions.

A faster way to pinpoint performance bottlenecks: Using Profiles Drilldown with Grafana Cloud Knowledge Graph