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With MapReducepsilas restricted structure, multi-datasets merging problem, commonly in many data mining applications, cannot be efficiently resolved with MapReduce. This paper proposes a novel hybrid datasets merging algorithm on top of Map Reduce, HDMA. HDMA can help to automatically determine the relatively better one between two methods, DMCM and DPM, which have different effective fields. HDMA...
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