NetData
Open-source monitoring tool offering per-second metrics, ML anomaly detection, and AI-powered root cause analysis. Cuts mean time to resolution (MTTR) by 80% for DevOps teams.
NetData is an open-source alternative to:
Netdata is a real-time infrastructure monitoring solution designed to transform how teams observe, troubleshoot, and optimize their systems. With per-second metrics collection, unsupervised machine learning for anomaly detection, and AI-driven troubleshooting capabilities, Netdata provides actionable insights to reduce downtime and improve system performance.
Key Features
- Per-second metrics collection for granular system visibility
- Unsupervised ML anomaly detection with automatic alerting
- AI Co-Engineer for intelligent troubleshooting and root cause analysis
- Anomaly Advisor to identify and explain performance issues
- Blast Radius Detection to pinpoint affected system components
- Zero-configuration deployment with algorithmic dashboards
- Distributed observability pipeline for scalable monitoring
- Edge computing support for distributed environments
- Tiered retention with infinite scalability
- eBPF monitoring for deep system-level insights
- OpenTelemetry integration for standardized observability
- Real-time network monitoring with topology visualization
- Custom dashboards without requiring query languages
- Mobile apps for monitoring on-the-go
- Enterprise access control and zero-code instrumentation
Tech / Self-Hosting
Netdata is open-source and can be self-hosted on Linux systems. The platform supports both cloud-based and on-premises deployments, with options for Netdata Agents, Netdata Parents, and Netdata Cloud. The software is designed for extreme cardinality handling and real-time performance at scale, making it suitable for large-scale infrastructure monitoring.