To optimize sorting for large datasets, I would consider using a more efficient algorithm like Quicksort or Mergesort, which have average-case time complexities of O(n log n). Additionally, I would explore external sorting techniques if the dataset exceeds memory limits, focusing on minimizing I/O operations.