BIGSIM is a computer simulation and performance modeling system for parallel computing, typically used for very large computer clusters. BIGSIM was developed at the University of Illinois. When a large scale, often supercomputer level, parallel system is being developed, it is essential to be able to experiment with multiple configurations and simulate performance. BIGSIM provides these facilities by allowing the simulation of performance on various node topologies, message passing and scheduling strategies.