Robust distributed k-mediods clustering algorithm
Ye Tao, Zhiyong Zeng · Computer Engineering and Applications Journal · 2009
Parallel is very important in data mining.This paper proposes a distributed k-mediods clustering algorithm by analyzing how to get satisfactory clustering information from local information.Its quality is equivalent to serial PAM algorithm but its calculation performance is higher.The paper gives still the way that improves the efficiency of parallel PAM algorithm by reducing the cost of communication,analyzes the performance of the algorithm and gives the result of experiment.This explains that the algorithm is effective and reliable.