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Grid architecture for distributed process mining

C. Bratosin
PhD Thesis. Technische Universiteit Eindhoven, Eindhoven, The Netherlands, 2011.


The author proposes a grid-based framework that, on the one hand, increases process mining efficiency by parallel execution of process mining activities, and, on the other hand, allows users to define and execute complex process mining experiments. Each process mining algorithmhas its own characteristics and a universal distributed solution is difficult to define. Therefore, the author focusses on a particular mining algorithm with high computation costs, i.e., genetic process mining. Based on experiments with distributing genetic process mining, the author draws conclusions about the distribution aspects that can also be applicable to other process mining algorithms.

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