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Answer Posted / Kumar Abhineet
Map Side Join is a type of join operation in Apache Spark where the join condition is applied on the map phase itself. Instead of shuffling data to perform join like in Shuffle Join, Map Side Join keeps data local and performs the join by broadcasting one dataset (usually smaller) to all workers. This can be more efficient when dealing with large datasets.
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