In order to pair rows within a single table, such as when generating a Cartesian product for data analysis, SQL Server self-joins are available. Techniques like ROW_NUMBER() and CROSS APPLY aid in efficiently managing duplicate values in rows. Using optimized queries ensures efficiency while excluding self-pairing rows.