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Amazon CloudWatch Outlier Detection

Anomaly Detection & Alerts Paid paid cloud_service API

Built-in anomaly (outlier) detection for AWS CloudWatch metrics to create adaptive baselines and alarms.

Description

Amazon CloudWatch Outlier Detection (often referred to as anomaly detection) applies statistical and machine-learning techniques to CloudWatch metrics to learn expected behavior and highlight deviations. You can visualize expected bands on charts and create alarms that trigger when metrics go outside the learned range. It’s especially useful for noisy, seasonal, or spiky metrics where static thresholds create too many false alerts.

Details

  • Pricing model: paid
  • License: cloud_service
  • API: Available · Docs

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