So given the following program:
Is the time complexity of this program O(0)? In other words, is 0 O(0)?
I thought answering this in a separate question
No. It's O(c) by convention whenever you don't have dependence on input size, where c is any positive constant (typically 1 is used - O(1) = O(12.37)).