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Answer: Bloom filters
Bloom filters are a highly effective indexing technique in Delta Lake for optimizing joins on columns with high cardinality. They function as a data-skipping mechanism that allows the Spark engine to quickly determine if a value might exist in a file, thereby significantly reducing unnecessary data scanning and I/O overhead during join operations.
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