k-Means Clustering Algorithm and Its Simulation Based on Distributed Computing Platform

• Published in: Complexity (New York, N.Y.) Vol. 2021; no. 1
• Main Authors: Wu, Chunqiong, Yan, Bingwen, Yu, Rongrui, Yu, Baoqin, Zhou, Xiukao, Yu, Yanliang, Chen, Na
• Format: Journal Article
• Language: English
• Published: Hoboken Hindawi 2021; John Wiley & Sons, Inc; Wiley
• Subjects: Accuracy; Algorithms; Big Data; Cluster analysis; Clustering; Computer networks; Data analysis; Data mining; Design; Distributed processing; Efficiency; Energy consumption; Explosive plating; Knowledge discovery; Mathematical analysis; Multiprocessing; Optimization; Parallel processing; Random sampling; Stress concentration; Vector quantization

At present, the explosive growth of data and the mass storage state have brought many problems such as computational complexity and insufficient computational power to clustering research. The distributed computing platform through load balancing dynamically configures a large number of virtual comp...