Below are the difference between them
Sno |
Feature |
Nested Loop Join |
Merge Join |
1 |
Use Case |
Small
datasets or highly selective joins |
Large
datasets with ordered data |
2 |
Data Requirements |
No specific data order required |
Both inputs must be sorted on the
join column |
3 |
Execution
Strategy |
Iteratively
checks each row in one table against rows in the other table |
Matches
rows from two sorted inputs sequentially |
4 |
Performance |
Efficient for small datasets or when
one input is small and indexed |
More efficient for large, pre-sorted
datasets |
5 |
Index
Dependency |
May
benefit from indexes but doesn’t require them |
Best
suited when indexes or ordered data exists |
6 |
Complexity |
O(N*M) complexity (less efficient for
large datasets) |
O(N + M) complexity (efficient with
sorted data) |
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