When query aggregation or sorting intermediate sets exceed tmp_table_size, max_heap_table_size, or sort_buffer_size, MySQL converts in-memory temporary tables into on-disk storage structures.
Rising Created_tmp_disk_tables metrics confirm severe disk I/O bottlenecks and indicate a need for composite indexing or query plan tuning.