SpringMeng

Oct 20, 2026 · Operations

Netdata: Zero-Config Infrastructure Monitoring with 1-Second Granularity and ML Anomaly Detection

Netdata is an open-source monitoring agent that auto-discovers 800+ integrations, collects metrics every second, runs 18 unsupervised ML models locally for anomaly detection, and uses ~5% CPU/200MB RAM at 5000 metrics/sec — all without configuration.