SaturnLab长期从事大数据索引的研究工作,详细内容可参见[[大数据系统-科研]]。
=参考文献=
大数据索引技术 - B+ tree vs LSM tree, https://www.cnblogs.com/fxjwind/archive/2012/06/09/2543357.html
MySQL索引背后的数据结构及算法原理, http://www.codinglabs.org/html/theory-of-mysql-index.html
解读Cardinality Estimation算法(第一部分:基本概念), http://blog.codinglabs.org/articles/algorithms-for-cardinality-estimation-part-i.html
解读Cardinality Estimation算法(第二部分:Linear Counting), http://blog.codinglabs.org/articles/algorithms-for-cardinality-estimation-part-ii.html
解读Cardinality Estimation算法(第三部分:LogLog Counting), http://blog.codinglabs.org/articles/algorithms-for-cardinality-estimation-part-iii.html
解读Cardinality Estimation算法(第四部分:HyperLogLog Counting及Adaptive Counting), http://blog.codinglabs.org/articles/algorithms-for-cardinality-estimation-part-iv.html
https://highlyscalable.wordpress.com/2012/05/01/probabilistic-structures-web-analytics-data-mining/