A Distributed Node Clustering Mechanism in P2P Networks

摘要：

A P2P network is an important computing model because of its scalability, adaptability, self-organization, etc. How to organize the nodes in P2P networks effectively is an important research issue. The node clustering aims to provide an effective method to organize the nodes in P2P networks. This paper proposes a distributed node clustering mechanism based on nodes queries in P2P networks. In this mechanism, we propose three algorithms: maintaining of node clusters, merging of node clusters and splitting of node clusters. Theoretical analysis shows the time and communication complexity of this clustering mechanism is low. Simulation results show that the clustering accuracy of this clustering mechanism is high.

关键词： P2P network node clustering maintaining of node clusters merging of node clusters splitting of node clusters

作者: Mo Hai Shuhang Guo

作者单位: School of Information, Central University of Finance and Economics,100081 Beijing, China

会议类型: 国际会议

会议名称: 6th International Conference on Advanced Data Mining and Applications(第六届先进数据挖掘及应用国际会议 ADMA 2010)

会议地点: 重庆

会议语种:英文

页码: 553-560

在线出版日期: 2010-11-19（万方平台首次上网日期，不代表论文的发表时间）