You should always consider the following issues before denormalizing • Can the system achieve acceptable performance without denormalizing? • Will the performance of the system after denormalizing still be unacceptable? • Will the system be less reliable due to denormalization? – If the answer to any of these questions is yes, then you should avoid denormalization because the benefits typically will not exceed the cost,.