Parallel Web Log Mining Algorithm in Hadoop Platform
Jian Yin · Jisuanji gongcheng · 2013
The current Web data mining based on single node is developed to a time and space bottleneck.In order to solve these problems,this paper presents a parallel FP-growth algorithm to do Web log mining using Hadoop Distributed File System(HDFS) and MapReduce parallel computing model.Experimental results for different size datasets prove that the proposed algorithm reveals good speedup and has better performance than traditional FP-growth algorithm.