Stochastic dynamics. We simulate SIS dynamics with tracing on a network using a standard continuous-time algorithm [27] . The implementation of such algorithms, and the differences between them and discrete-time equivalents, in the context of epidemic models is discussed in [28, Chapter 6] . Since the two contact processes involved (infection and tracing) both involve the explicit network, our model is essentially individual based.