基于数据挖掘的高校云计算管理系统中特定数据查询技术Data mining based specific data query technology for cloud computing management system in university
钟若武,王惠平
摘要(Abstract):
为了提高对高校云计算管理系统的数据管理和信息调度能力,提出一种数据挖掘的高校云计算管理系统中特定数据查询技术。分析高校云计算管理系统中的数据结构和分布状态模型,采用数据流的互信息特征提取方法进行特定数据的关联积分挖掘,采用定量递归分析方法进行数据降维,降低数据挖掘的计算开销,实现特征数据的准确查询。仿真结果表明,采用该方法进行高校云计算管理系统中特定数据查询的查准率较高,数据挖掘的抗干扰性较强。
关键词(KeyWords): 数据挖掘;关联积分挖掘;云计算管理;查询技术;数据管理;信息调度
基金项目(Foundation): 国家自然科学基金项目:基于超小波和全局特征量的数字音频水印技术研究(61462019);; 韶关学院校级科研项目:数据挖掘在高校管理中的应用研究(SY2016KJ13)~~
作者(Author): 钟若武,王惠平
DOI: 10.16652/j.issn.1004-373x.2018.02.032
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