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discuss the trade-offs involved in denormalization, including the balance between storage efficiency, update anomalies, and query optimization, and how these trade-offs are managed in practice

discuss the trade-offs involved in denormalization, including the balance between storage efficiency, update anomalies, and query optimization, and how these trade-offs are managed in practice in complex database environments?

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