To find the dimensions of the largest cylinder that can be inscribed in a sphere, one needs to relate the cylinder's radius and height to the sphere's radius using geometric constraints (Pythagorean theorem on a cross-section) and then maximize the cylinder's volume formula by treating it as a function of one variable.