ML / ModelingProblem Solving

How would you architect a real-time, low-latency anomaly detection system to monitor millions of incoming API calls in a production environment?

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Interview question asked to Data Scientists interviewing at NetApp, Expedia, StubHub and other companies. Original question asked: How would you architect a real-time, low-latency anomaly detection system to monitor millions of incoming API calls in a production environment?.