Amazon Machine Learning
Developer Guide (Version Latest)

Monitoring Amazon ML with Amazon CloudWatch Metrics

Amazon ML automatically sends metrics to Amazon CloudWatch so that you can gather and analyze usage statistics for your ML models. For example, to keep track of batch and real-time predictions, you can monitor the PredictCount metric according to the RequestMode dimension. The metrics are automatically collected and sent to Amazon CloudWatch every five minutes. You can monitor these metrics by using the Amazon CloudWatch console, AWS CLI, or AWS SDKs.

There is no charge for the Amazon ML metrics that are reported through CloudWatch. If you set alarms on the metrics, you will be billed at standard CloudWatch rates.

For more information, see the Amazon ML list of metrics in Amazon CloudWatch Namespaces, Dimensions, and Metrics Reference in the Amazon CloudWatch Developer Guide.