Computer implemented techniques for the partitioned simulation of parallel architectures are disclosed. A high-level design for simulation is obtained. A graph representation for the high-level design is determined. The graph for the high-level design is partitioned into sub-graphs. A subset of the sub-graphs is selected for simulation based on input-change bits of the sub-graphs. The subset of the sub-graphs is subsequently evaluated on parallel architectures in order to produce a simulation result for the high-level design.