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OALib Journal期刊
ISSN: 2333-9721
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k-DmeansWM:An Effective Distributed Clustering Algorithm Based on P2P
k-DmeansWM:一种基于P2P网络的分布式聚类算法

Keywords: Distributed clustering,P2P,Reliability
分布式聚类
,P2P,可靠性

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Abstract:

Centralized master node is established in normal distributed clustering algorithms in order to control clus-tering processes,which reduce the system's reliability,single point failure problem occurs easily.The effective distributed clustering algorithm k-Dmeans Without Master(k-DmeansWM) based on peer-to-peer concepts,which abandons the master node,uses peer nodes to achieve controlling of the clustering process entirely.Both theoretical analysis and experimental results show that k-DmeansWM not only ensure...

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