Why does a bowling ball move without acceleration when it rolls along a bowling alley?

The bowling ball is a perfect sphere, therefore, the resistance of the ball with the ground is very small and can be neglected.

This means that there is no horizontal force (F = zero)

Based on Newton's laws:

Force = mass x acceleration

Since the force is zero, therefore, the acceleration must be equal to zero.