CORRELATION OF STACK SEGMENT INTENSITY IN EMERGENT RELATIONSHIPS

Methods, systems and computer readable medium are provided for sequentially analyzing a series of thread dump samples to estimate the intensity statistic of newly classified stack segments of stack frames. According to one embodiment, a branch point along one or more linearly connected stack frames of a stack segment can be detected, where the stack segment is associated with one or more thread intensity statistic parameters. Upon detecting the branch point along the one or more linearly connected stack frames of the stack segment, the system can split the stack segment into a plurality of new stack segments that each include a subset of the stack frames, where the plurality of new stack segments are referenced by the stack segment. The system can then initialize the one or more thread intensity statistic parameters for each of the new stack segments.