I would say: $\sum_{k=a}^b f(k)$ is the sum "For all $a \leq k \leq b$, evaluate $f(k)$, then add up all the results."
When $a > b$ there is no such $k$. Therefore you are adding a sum over no numbers. Traditionally the "empty sum" is defined to be zero.