k-DmeansWM:An Effective Distributed Clustering Algorithm Based on P2P
Daquan Tang · 2010
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 ensures the accuracy and efficiency of cluster cases,but also greatly improves the reliability and scalability of the system.