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计算机科学 2010
k-DmeansWM:An Effective Distributed Clustering Algorithm Based on P2P
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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...