Netdata provides per-second, real-time infrastructure monitoring with auto-discovery and zero configuration. It is self-hosted, operates with low resource overhead, and includes edge-based ML anomaly detection.
Project overview
Netdata provides per-second, real-time infrastructure monitoring with auto-discovery and zero configuration. It is self-hosted, operates with low resource overhead, and includes edge-based ML anomaly detection.
Project type
Infrastructure
Deployment
Refer to project documentation
License
GPL-3.0
Best for
Operations teams who require high-resolution, per-second infrastructure metrics and want auto-discovery without manual configuration.
Key capabilities
Automatically collects per-second metrics from systems, containers, and applications using auto-discovery.
Provides pre-configured alerts with multiple notification methods.
Limitations and risks
Documentation notes that users can become addicted to the platform, which may influence team usage patterns.
Getting started
Install the Netdata agent on the target host. The system requires zero configuration and auto-discovers metrics. Once running, access the visual dashboard via the web GUI.
Evidence and sources
GitHub project description: The fastest path to AI-powered full stack observability, even for lean teams.
README: “*I couldn’t believe that monitoring systems provide so few metrics and with such low resolution, scale so badly, and cost so much to run.*”
README: ML-Powered – You can detect anomalies, predict issues, and automate analysis.
README: Netdata actively supports and is a member of the Cloud Native Computing Foundation (CNCF).
README: You'll join users including: * Major companies (Amazon, ABN AMRO Bank, Facebook, Google, IBM, Intel, Netflix, Samsung)