Mining for paths in flow graphs
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
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Code-patterns are statically recurring structure specific toa programming language. It can be parallel to aid indesigning software systems for solving particular problems.Contrary to compilation assistance of code-patterns,control-patterns are dynamically recurring structures invokedduring program execution time. It can be used forbenchmarking OO-programs and underlying architecture likeJava and Java-VM. We have proposed a run-time profilerbased on control patterns and show that all run-time tracecan be represented by a directed graph, a constrained outputand a Boolean function. A transformed graph can be fed intoa data-mining analyzer to find out the recurring structurerepresenting run-time behaviors.