alerting

Server Monitoring in the age of AI: What static thresholds miss and how adaptive monitoring fixes it?sitepoint.com

Static CPU/memory thresholds generate noise because workloads vary by time‑of‑day, day‑of‑week, and long‑term trends. Adaptive monitoring learns per‑server baselines (using simple ML on historic metrics) and creates dynamic thresholds plus anomaly alerts. ManageEngine OpManager’s Zia engine is presented as a turnkey AIOps solution that auto‑learns baselines, lets you set sensitivity, and adds ale…