  In this paper, we focus on the hitting times of a stochastic epidemic model
presented by \cite{Gray}. Under the help of the auxiliary stopping times, we
investigate the asymptotic limits of the hitting times by the variations of
calculus and the large deviation inequalities when the noise is sufficiently
small. It can be shown that the relative position between the initial state and
the hitting state determines the scope of the hitting times greatly.
