CloudWatch Intelligent Alarms

Uses AWS CloudWatch SDK (boto3) to create composite alarms with ML-powered anomaly detection bands. Integrates with AWS SNS for notifications and EventBridge for automated remediation triggers.

Installation

Basic usage or getting-started notes:

• The machine learning model is specific to a metric and a statistic. For example, if you

• extend outside of logical values. For example, the band for MemoryUtilization of an EC2 instance will stay between 0 and 100, and the bands

• This works for any metric that returns a float value, such as CPU usage, request latency,

• Source: https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/CloudWatch_Anomaly_Detection.html

Source

• Agent Skill Exchange