> For the complete documentation index, see [llms.txt](https://wtifs.gitbook.io/diva-notes/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://wtifs.gitbook.io/diva-notes/db/mpp-shu-ju-ku-xuan-xing.md). # MPP数据库选型 Kylin：Cube方式；较多的预处理伴随着较高的生产成本；不支持明细数据的查询；配置过程繁琐，需要配置模型设计，并配合适当的“剪枝”策略 ClickHouse：MPP架构的列式存储；ROLAP类型；有非标准SQL，有学习成本；每个表都需要手动分区分片，在维护的表较多时，日常维护成本昂贵 TiDB：MPP架构；支持行存（TiKV），列存（TiFlash）；HTAP（混合事务分析）类型；组件较多，安装和学习麻烦 Doris：MPP架构的行存；ROLAP类型；支持向量化计算；去重统计用bitmap，速度较快 调研文章： [DorisDB,ClickHouse,TiDB的对比与选型分析](https://itinycheng.github.io/2021/07/11/comparison-and-selection-of-dorisdb-tidb-clickhouse/#%E5%AE%9E%E6%97%B6%E4%BA%BA%E7%BE%A4%E5%9C%88%E9%80%89%E5%9C%BA%E6%99%AF%E9%9C%80%E6%B1%82%E8%AF%B4%E6%98%8E) --- # Agent Instructions This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com. ## Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://wtifs.gitbook.io/diva-notes/db/mpp-shu-ju-ku-xuan-xing.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.