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• "n.practice, there are several approaches one can take when implementing this solution. the first approach involves a direct method that is straightforward but may not scale well under heavy load. the second uses a more sophisticated technique that requires additional infrastructure but provides better performance guarantees. ",
• "alability.is not just about handling more traffic — it's about maintaining consistent performance as complexity grows. horizontal scaling introduces challenges around data consistency and coordination between nodes. "

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