Question

A retail company runs three SageMaker real-time endpoints, each with Model Monitor data-quality schedules that emit violation counts as CloudWatch metrics. The operations team wants a single view where on-call engineers can see current drift violation counts across all three endpoints side by side, without navigating to each endpoint separately, and share it with stakeholders. Which approach requires the least custom code and best meets this requirement?

Accepted Answer

Build a CloudWatch dashboard with metric widgets that plot the Model Monitor violation metrics from all three endpoints together.

Answer

Enable AWS X-Ray tracing on all three endpoints and view the service map to observe drift violations.

Answer

Stream the Model Monitor CloudWatch metrics into Amazon Kinesis Data Firehose and build a QuickSight dashboard from the raw JSON.

Answer

Write a Lambda function that queries each endpoint's monitoring report from S3 every minute and posts an aggregated summary to an SNS topic.