Which AWS services integrated with Amazon SageMaker provide logs of user API activity (such as model deployment events) and metrics for resource utilization and errors on hosted endpoints? (Choose two.)
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Correct answer: AWS CloudTrail, Amazon CloudWatch.
Why this is the answer
AWS CloudTrail records API calls and related events made by or on behalf of your AWS account, including SageMaker model deployment events. This provides an audit trail for security analysis and operational troubleshooting. Amazon CloudWatch collects monitoring and operational data in the form of logs, metrics, and events. For SageMaker endpoints, CloudWatch automatically collects metrics like CPU utilization, memory utilization, and error rates, and can store endpoint logs for detailed analysis. AWS Health provides personalized dashboards for AWS service health and alerts, not API activity logs or resource metrics. AWS Trusted Advisor offers recommendations for cost optimization, security, and performance, not detailed logs or real-time metrics. AWS Config records configuration changes of AWS resources, but not API activity or performance metrics.
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