An efficient parallel clustering algorithm on big data using Spark

• Main Authors: Mallik, Moksud Alam, Zulkurnain, Nurul Fariza, Nizamuddin, Mohammed Khaja, Sarkar, Rashel, Ahmed, S K Jamil
• Format: Article
• Language: English
• Published: East China University of Science and Technology 2022
• Subjects: TK7885 Computer engineering
• Online Access: http://irep.iium.edu.my/99923/1/99923_An%20efficient%20parallel%20clustering%20algorithm.pdf; http://irep.iium.edu.my/99923/; http://hdlgdxxb.info/index.php/JE_CUST/article/view/106
• Institution: Universiti Islam Antarabangsa Malaysia

Clustering is a useful tool for dealing with large amounts of data. When dealing with larger datasets, typical algorithms become inefficient. The main reason for this is that most algorithms do not support large data sets or dimensionality. Furthermore, they are only capable of handling organized d...