AWS Certified Machine Learning Engineer - Associate MLA-C01 — Topic 1 Question 45

Question

A company has trained and deployed an ML model by using Amazon SageMaker. The company needs to implement a solution to record and monitor all the API call events for the SageMaker endpoint. The solution also must provide a notification when the number of API call events breaches a threshold. Which solution will meet these requirements?

Accepted Answer

Correct answer: C. The correct answer is C. Option C: Log all the endpoint invocation API events by using AWS CloudTrail. Use an Amazon CloudWatch dashboard for monitoring. Set up a CloudWatch alarm to provide notification when the threshold is breached. Amazon CloudWatch collects metrics, logs and alarms to monitor and react to operational health. AWS CloudTrail records API activity for auditing and governance.

AWS Certified Machine Learning Engineer - Associate MLA-C01 — Question 45