An architect needs to run a machine learning model on an edge device (like a factory camera) with very limited resources. Which service can optimize the model for specific hardware?

Direct Answer (Verified)Reviewed by Sunny (Senior Cloud Engineer)

Correct Answer: Amazon SageMaker Neo

SageMaker Neo compiles models so they can run up to 2x faster with less memory on target devices....

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Real Exam ScenarioAmazon SageMaker

An architect needs to run a machine learning model on an edge device (like a factory camera) with very limited resources. Which service can optimize the model for specific hardware?

✓ Correct Answer & ExplanationAmazon SageMaker

Correct Answer

Amazon SageMaker Neo

Why This Answer Is Correct

SageMaker Neo compiles models so they can run up to 2x faster with less memory on target devices.

📚 What This Question Tests

This question evaluates your knowledge of Amazon SageMaker — a core concept tested in AWS Certified Solutions Architect – Associate (SAA-C03). Understanding Amazon SageMaker is essential for designing scalable, secure, and cost-effective cloud architectures. Mastery of this topic will help you answer scenario-based questions confidently on exam day.