Dynamic sampling and its impact on the Optimizer
12c
Dynamic sampling (DS) was introduced to improve the optimizer's ability to generate good execution plans. This feature was enhanced and renamed Dynamic Statistics in Oracle Database 12c. The most common misconception is that DS can be used as a substitute for optimizer statistics, whereas the goal of DS is to augment optimizer statistics; it is used when regular statistics are not sufficient to get good quality cardinality estimates.
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