现代电子技术2016，Vol.39Issue(8)：18-20,3.DOI:10.16652/j.issn.1004-373x.2016.08.005
云计算环境下大数据分布规律的结构优化设计
Optimization design for structure of big data distribution regularity in cloud computing environment
摘要
Abstract
Aiming at the poor operating efficiency caused by the unreasonable distribution of big data in cloud computing environment,a structure optimization method of big data distribution regularities in cloud computing environment,which based on the fuzzy cluster analysis,is proposed. Firstly,a normalization treatment for the observed values of the features is performed to ensure that the values are all controlled in the range of [0,1]. And then the similarity factor in the range of [0,1] is acquired to describe the similarity between the data,and the fuzzy five⁃order similar matrix on big data set in cloud computing environ⁃ment is obtained according to the similar matrix. The single linkage method is used to integrate with the similarity matrix to achieve data clustering,and realize the optimization design of large data distribution structure. The simulation results show that this method not only can make the data distribution reasonable,but also has advantages of high operating efficiency and high sta⁃bility.关键词
云计算/大数据/分布规律/相似矩阵Key words
cloud computing/big data/distribution law/similar matrix分类
信息技术与安全科学引用本文复制引用
邹华..云计算环境下大数据分布规律的结构优化设计[J].现代电子技术,2016,39(8):18-20,3.基金项目
贵州省科技厅联合基金研究协作通信技术在WSNs中的能量效率 （）
