Because none of the available models includes both network structure (with explicit contact tracing) and response logistics limited by the number of available disease control investigators [9] , we included these features in a continuous-time event-driven network simulation model of smallpox ring vaccination. Specifically, the model we developed includes the following features: exposed individuals and vaccinate them in time, resulting in a "race to trace" [9] .