This paper describes the Scalable Simulation Framework (SSF), a discrete event modeling API designed for the construction and simulation of very large networks. SSF can execute detailed simulations of complex topology networks with a million or more concurrent TCP/IP flows. We describe the overall architecture of SSF, the architecture of the network modeling layers above the basic API structure, and discuss preliminary performance figures for up to 100,000 concurrent TCP flows in a test topology.