Anomaly Detection and Automatic Alerting
Anomaly detection and automatic alerting mechanisms play a crucial role in maintaining the reliability and availability of our services. Leveraging advanced monitoring tools, we detect deviations from expected behavior and trigger alerts to notify on-call resources for timely incident handling and service restoration.
Key Features:
Datadog Monitors: It monitors a wide range of conditions affecting running workloads, detecting anomalies and triggering alerts
Anomaly Detection: Some alerts are driven by anomaly detection algorithms, which analyze metrics to identify unusual patterns or deviations from normal behavior.
SLI-based Alerts: The majority of alerts are based on measuring explicit Service Level Indicators (SLIs) against predefined Service Level Objectives (SLOs), ensuring alignment with performance targets and customer expectations.