目录
目录....................................................................................................................................................2
摘要....................................................................................................................................................3
关键词................................................................................................................................................3
第一章 引言......................................................................................................................................4
1.1 研究背景.............................................................................................................................4
1.2 研究意义.............................................................................................................................5
1.3 国内外研究现状.................................................................................................................6
1.4 研究内容和结构.................................................................................................................7
第二章 Hadoop 分布式计算技术 ....................................................................................................9
2.1 Hadoop 基本概念 ................................................................................................................9
2.2 Hadoop 分布式文件系统（HDFS）................................................................................10
2.3 MapReduce 编程模型 .......................................................................................................11
2.4 Hadoop 集群搭建与配置 ..................................................................................................13
第三章 混合神经网络....................................................................................................................15
3.1 神经网络基本原理...........................................................................................................15
3.2 混合神经网络模型...........................................................................................................16
3.3 模型训练算法...................................................................................................................18
第四章 负荷分类模型设计............................................................................................................20
4.1 数据收集与预处理...........................................................................................................20
4.2 特征选择与抽取...............................................................................................................21
第五章 模型实验与分析................................................................................................................23
5.1 实验设计...........................................................................................................................23
5.2 实验结果与分析...............................................................................................................25
第六章 结论与展望........................................................................................................................27
6.1 结论总结...........................................................................................................................27
