Abstract-With the rapid development of high performance computing technology, the simulation of viscoelastic fluids has become an extremely important research area and numerous new promising techniques have been proposed over the last decades. In this paper we proposed a numerical algorithm for solving the multi-scale two-fluid model, additionally, based on an open source CFD toolbox, we implemented a parallel solver and verified the algorithms through parallel simulations. The results verified the numerical algorithm and show that the parallel codes of the solver have good parallel efficiency.