Instruction: Describe the role of load testing in evaluating ML models and the infrastructure supporting them.
Context: This question evaluates the candidate's understanding of load testing as a means to ensure that both models and the supporting infrastructure can handle production demands.
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The way I'd explain it in an interview is this: Load testing matters because ML systems can fail under traffic in ways standard software services do not. Feature stores, model servers, GPU scheduling, and downstream dependencies may all become bottlenecks before...
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