Partitioning symmetric nodes efficiently in a split register file architecture

The present invention provides methods specifically geared to finding natural splits in wide, nearly symmetric dependence graphs and assigning the components of the split to clusters in a VLIW processor. The basic approach of these methods is to assign a node n of the dependence graph to the cluster to which it has the strongest affinity. A node n has the strongest affinity to the cluster containing its closest common ancestor node. Then, the mirror image node or nodes of the node n are located if they are present in the graph and are assigned to other clusters in the processor to which they have the strongest affinity.