数据处理收集

悠悠 2022-06-08 06:40 201阅读 0赞

**海量数据**

[那些年Google公开的大数据领域论文][Google]

[大数据量，海量数据 处理方法总结][Link 1]

[布隆过滤器应用][Link 2]

[Google Dremel 原理 – 如何能3秒分析1PB][Google Dremel _ _ _3_1PB]

[Google Spanner原理- 全球级的分布式数据库][Google Spanner_-]

[悉数那些“巨型”数据仓库][Link 3]

[Hadoop在业界的使用情况][Hadoop]

[淘宝Hadoop集群的概况][Hadoop 1]

[淘宝数据魔方技术架构解析][Link 4]

[Facebook的实时Hadoop系统][Facebook_Hadoop]

[Apache Hadoop Goes Realtime at Facebook(译) ][Apache Hadoop Goes Realtime at Facebook]

**数据统计**

[网站统计中的数据收集原理及实现][Link 5]

**数据挖掘**

[一个电商数据分析师的经验总结][Link 6]

[五个免费开源的数据挖掘软件][Link 7]

[Google推出Prediction API][Google_Prediction API]

[K Nearest Neighbor 算法][K Nearest Neighbor](归类)

[K-Means 算法][K-Means](聚类)

[kmeans算法java版本][kmeans_java]

[Google]: http://www.csdn.net/article/2013-02-28/2814298-google-bigdata-papers
[Link 1]: http://www.cnblogs.com/ggjucheng/archive/2012/10/09/2717383.html
[Link 2]: http://www.cnblogs.com/ggjucheng/archive/2012/10/09/2717450.html
[Google Dremel _ _ _3_1PB]: http://www.yankay.com/google-dremel-rationale/
[Google Spanner_-]: http://qing.blog.sina.com.cn/2294942122/88ca09aa3300221n.html
[Link 3]: http://www.cnblogs.com/ggjucheng/archive/2012/10/09/2717385.html
[Hadoop]: http://www.cnblogs.com/ggjucheng/archive/2012/07/25/2608773.html
[Hadoop 1]: http://www.cnblogs.com/ggjucheng/archive/2012/10/09/2717393.html
[Link 4]: http://www.tbdata.org/archives/1789
[Facebook_Hadoop]: http://www.oschina.net/question/234345_42486
[Apache Hadoop Goes Realtime at Facebook]: http://duanple.blog.163.com/blog/static/7097176720118121573597/
[Link 5]: http://blog.codinglabs.org/articles/how-web-analytics-data-collection-system-work.html
[Link 6]: http://www.itongji.cn/article/0HH4G2013.html
[Link 7]: http://coolshell.cn/articles/3356.html
[Google_Prediction API]: http://www.36kr.com/p/155316.html
[K Nearest Neighbor]: http://coolshell.cn/articles/8052.html
[K-Means]: http://coolshell.cn/articles/7779.html
[kmeans_java]: http://duyunfei.iteye.com/blog/1494015