Embodiments relate to a system and method for identifying common patterns of use of resources. The resource usage patterns may be specified using a tree structure, and identifying common resource use patterns may involve identifying isomorphic subtrees between two or more trees. Isomorphic subtree identification may be accomplished by converting trees into key-based representation and analyzing the key-based representation to identify common patterns within the key-based representation.