Research Article
Research on Fuzzy Clustering Algorithms for Large Dimensional Data Sets Under Cloud Computing
@INPROCEEDINGS{10.1007/978-3-030-67871-5_27, author={Shuang-cheng Jia and Feng-ping Yang}, title={Research on Fuzzy Clustering Algorithms for Large Dimensional Data Sets Under Cloud Computing}, proceedings={Advanced Hybrid Information Processing. 4th EAI International Conference, ADHIP 2020, Binzhou, China, September 26-27, 2020, Proceedings, Part I}, proceedings_a={ADHIP}, year={2021}, month={2}, keywords={Computer technology Cluster analysis Fuzzy clustering algorithm High-dimensional large data sets}, doi={10.1007/978-3-030-67871-5_27} }- Shuang-cheng Jia
Feng-ping Yang
Year: 2021
Research on Fuzzy Clustering Algorithms for Large Dimensional Data Sets Under Cloud Computing
ADHIP
Springer
DOI: 10.1007/978-3-030-67871-5_27
Abstract
With the rapid development of modern computer technology, the internet technology based on computer technology has also been remarkably developed, which has made great progress in modern information technology. The management and effective application of these large-scale data has become the main trend of the development of modern society. In order to improve the ability of fast processing and recognition of large data, data clustering analysis is needed. Aiming at the problems existing in traditional fuzzy clustering algorithm, this paper proposes a design of fuzzy clustering algorithm for high-dimensional and large data sets under cloud computing. Through data classification and data processing classification, the design of fuzzy clustering algorithm for high-dimensional large data sets is realized, and compared with the traditional algorithm through experiments. The simulation results show that the method is easy to calculate and fast in the fuzzy clustering of high-dimensional and large data sets. The clustering effect is good, and the clustering algorithm of high-dimensional and large data sets is well realized.
