下载后可任意编辑三七数据大数据技术解决方案下载后可任意编辑北京三七数据技术有限公司2024 年 7 月 31 日下载后可任意编辑目 录1概述................................................................................................................................................62面临的挑战.............................................................................................................................62.1数据采集..............................................................................................................................102.2数据清洗..............................................................................................................................102.3数据存储..............................................................................................................................122.4数据并行处理......................................................................................................................122.5数据分析..............................................................................................................................122.6可视化..................................................................................................................................122.7传统解决方案的分析..........................................................................................................123相关技术的讨论....................................................................................................................123.1参考模型框架......................................................................................................................123.2数据采集..............................................................................................................................123.2.1结构化数据的采集......................................................................................................123.2.2半结构化数据的采集......................................................................