AWS Certified Machine Learning Engineer - Associate MLA-C01 — Topic 1 Question 141

Question

A company has an existing Amazon SageMaker model (v1) on a production endpoint. The company develops a new model version (v2) and needs to test v2 in production before substituting v2 for v1. The company needs to implement a solution to minimize the risk of v2 generating incorrect output in production. The solution must prevent any disruption of production traffic during the change to v2. Which solution will meet these requirements?

Accepted Answer

Correct answer: D. The correct answer is D. Option D: Deploy v2 into a shadow variant that samples 100% of the inference requests. Collect all the output in an Amazon S3 bucket. If v2 performs as expected, promote v2 to production. Amazon S3 provides durable, scalable object storage that is fully managed.

AWS Certified Machine Learning Engineer - Associate MLA-C01 — Question 141