When a single table has 20 million records, table splitting should be considered.The height of the B+ tree used by the InnoDB storage engine can impact query performance.Controlling the height of the B+ tree within 3 to 4 layers is recommended for faster queries.Estimating data volume based on the B+ tree structure and the size of data pages can help determine the need for table splitting.