Real-Time Cloud Incident Detection and Automated Alerting System

Create a cloud incident detection system that monitors logs and metrics in real time, detects abnormal patterns, and automatically generates alerts to reduce response time and improve operational reliability.

Study incident management workflows.

Deploy cloud monitoring agents.

Configure log aggregation system.

Define anomaly detection rules.

Implement threshold-based alert triggers.

Integrate email/SMS notifications.

Simulate server crashes.

Measure incident detection latency.

Analyze false positive rates.

Document alert escalation workflow.