Publication details

dRAP: A Framework for Distributed Mining Firts-Order Frequent Patterns



Year of publication 2006
Type Article in Proceedings
Conference 16th International Conference on Inductive Logic Programming
MU Faculty or unit

Faculty of Informatics

Field Informatics
Keywords inductive logic programming; parallel and distributed mining
Description In this paper dRAP, a framework for distributed mining first-order frequent patterns is presented. It extends the RAP system for running on parallel shared-nothing architecture. It utilizes several well-known methods for parallel mining propositional frequent patterns and new algorithm that minimizes communication overhead. We show that the new algorithm require significantly smaller number of messages passed than the other methods.
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