Open Access

ARTICLE

SMK-means: An Improved Mini Batch K-means Algorithm Based on Mapreduce with Big Data

Bo Xiao¹, Zhen Wang², Qi Liu^3,*, Xiaodong Liu³

1 Jiangsu Key Laboratory of Atmospheric Environment Monitoring and Pollution Control, Jiangsu Collaborative Innovation Centre of Atmospheric Environment and Equipment Technology, School of Environmental Science and Engineering, Nanjing University of Information Science and Technology, 219 Ningliu Road, Nanjing, 210044, China.
2 School of Computer and Software, Nanjing University of Information Science and Technology, 219 Ningliu Road, Nanjing, 210044, China.
3 School of Computing, Edinburgh Napier University, 10 Colinton Road, Edinburgh, EH10 5DT, UK

* Corresponding Author: Qi Liu. Email: .