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"Focus on topics where you've failed edge-case questions. MAANG interviewers look for conceptual depth, not speed."

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mediumServerless Inference
A team's SageMaker Serverless Endpoint has MemorySizeInMB=2048 and MaxConcurrency=10. Under sustained load of 8 concurrent requests, latency spikes from 200ms to 1,800ms. CloudWatch shows ConcurrentExecutions=8 (well below MaxConcurrency=10) and no throttling errors. What is the actual bottleneck?
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Interview Tips

  • 1.Concepts over memorization.
  • 2.Identify trade-offs in every solution.