Discuss the trade-offs between normalization and denormalization in database design, particularly in the context of read-heavy applications.

Normalization and denormalization are design strategies in database systems. In read-heavy applications, normalization reduces redundancy but may slow down queries due to multiple joins. Denormalization can improve read performance but may increase redundancy and maintenance complexity. The choice depends on the specific application requirements.