How do you implement agentic AI for automated network performance baselining?
Network performance baselining agents establish normal operating parameters for network infrastructure. Configure agents with access to network monitoring tools, SNMP data, and flow analytics. The agent collects performance metrics including bandwidth utilization, latency, packet loss, jitter, and error rates across all network segments. Build time-aware baselines that account for daily, weekly, and seasonal traffic patterns. Implement automated baseline updates that adapt to gradual network evolution while detecting sudden shifts. Generate baseline violation alerts when current performance deviates significantly from established norms. Support capacity planning by projecting future performance based on growth trend extrapolation from baseline data. Generate network health reports comparing current performance against historical baselines.