The paper deals mainly with WuSH—86 Distributed Parallel Computing System oriented to scientific computation, supporting asynchronous parallel algorithms for solving problems. First, we introduce some ideas of the system design. Then, the principle characteristics of the WuSH—86 interconnection architecture, software, and asynchronous parallel algorithms are all discussed. The results of some examples executed in it are also described. The speedup efficiency for parallel solutions is 0.87 at its height.