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MySQL's InnoDB storage engine uses the Adaptive Hash Index (AHI) to speed up B-tree index lookups. The AHI caches frequently accessed index pages in a hash table, reducing the number of B-tree traversals. This optimization works alongside the InnoDB buffer pool to improve query performance.
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