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Detect Duplicates in Security Logs

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Your question is Detect Duplicates in Security Logs. Take a moment with it on the right.

Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).

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Problem

How would you design an algorithm to detect duplicate records in a massive stream of incoming security logs at Protegrity Usa?