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amazingcloud's Introduction

系统采用spring cloud微服务框架,包括以下模块:

1.base-discovery 和 base-config

基础服务,其他服务开启前,需要按顺序开启base-discovery和base-config

开启后,可以登录网页localhost:8000查看

2.service-collector

从文件中采集数据,推送到Kafka

接受socket数据,推送到Kafka

从实时库获取数据,推送到Kafka

3.service-preprocessor

从kafka拉取原始数据,做相应的预处理

将预处理的标准数据推送到Kafka,用于实时监测

将预处理的标准数据存储到HBase,用于特征提取

数据保存到HDFS,用于构建数据仓库和离线分析

4.service-analyst

提供已训练的模型(数据来源于HDFS文件和Hive表)

5.service-zuul

利用标准数据,做在线监测的可视化

利用特征提取算法,做特征提取的可视化

利用训练模型,做故障诊断的可视化

注意事项: 在本机与集群切换时,记得修改hbase-site.xml等配置文件

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