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Low Latency vs Analytical Storage

HardSoftware Architecture00:00
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Your question is Low Latency vs Analytical Storage. 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 architect a solution that balances low-latency requirements with the need for long-term analytical storage?