The Impact of Real-World Scale

As data size (n) grows, the difference between \(O(n)\) and \(O(\log n)\) becomes astronomical.

Imagine searching through millions of items. An efficient data structure is not a luxury—it's a necessity.

O(n) Operations:

1,000,000

O(log n) Operations:

20