Distributed Association Rule Mining with Minimum Communication Overhead

@inproceedings{Kaosar2009DistributedAR,
  title={Distributed Association Rule Mining with Minimum Communication Overhead},
  author={Md. Golam Kaosar and Zhuojia Xu and Xun Yi},
  booktitle={AusDM},
  year={2009}
}
In distributed association rule mining algorithm, one of the major and challenging hindrances is to reduce the communication overhead. Data sites are required to exchange lot of information in the data mining process which may generates massive communication overhead. In this paper we propose an association rule mining algorithm which minimizes the communication overhead among the participating data sites. Instead of transmitting all itemsets and their counts, we propose to transmit a binary… CONTINUE READING