Sohu Tech Products

Aug 21, 2024 · Operations

Building Dynamic Grafana Dashboards for Push System Monitoring

By instrumenting each node of ZuanZuan’s push system with a Prometheus counter labeled by node name and traceId, and visualizing these metrics in a Grafana Flowcharting dashboard that dynamically highlights the trace path, developers can instantly pinpoint failures, cutting troubleshooting time from minutes to near‑zero.