5. Cacti
Best for: SNMP-based traffic visualization
Cacti focuses on bandwidth and interface monitoring using RRDtool.
Key features:
- SNMP polling
- Custom graph templates
- Scalable polling architecture
- Web-based UI
Use cases:
- ISP environments
- Router and switch monitoring
- Bandwidth usage reporting
