**Problem Statement:**
Given the required input arguments, write an efficient algorithm to solve the **Median of Two Sorted Arrays** problem. Implement the required logic as specified by standard definitions for this classic algorithmic challenge.
**Hint / Expected Approach:**
Binary search on shorter array partition
**Edge Cases to Consider:**
- (1) One array empty
- (2) Arrays of different sizes
- (3) All elements of one array smaller