Publication details
dRAP: A Framework for Distributed Mining Firts-Order Frequent Patterns
| Authors | |
|---|---|
| Year of publication | 2006 |
| Type | Article in Proceedings |
| Conference | 16th International Conference on Inductive Logic Programming |
| MU Faculty or unit | |
| Citation | |
| 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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