V2EX denormalization

Denormalization

定义 Definition

Denormalization(反规范化):在数据库设计中,有意减少表的规范化程度(例如引入冗余字段、合并表、预先计算并存储结果),以降低查询时的连接(JOIN)成本、提升读取性能;代价通常是数据冗余增加、写入/更新更复杂、可能出现一致性问题。该词在其他领域也可指“去规范化/非正规化”的过程,但最常见用法在数据库中。

发音 Pronunciation (IPA)

/dinrmlzen/

例句 Examples

Denormalization can speed up read-heavy queries.
反规范化可以加快以读取为主的查询速度。

To reduce latency, the team chose denormalization by duplicating customer names in the orders table, but they added triggers to keep the data consistent.
为了降低延迟,团队通过在订单表中复制客户姓名来进行反规范化,但他们添加了触发器来保持数据一致性。

词源 Etymology

由前缀 de-(表示“去除、相反”)+ normalization(规范化)构成;normalization 源自 normal(“标准的、规范的”)及其拉丁语词根 norma(“准则、规矩”)。整体含义即“把已规范化的结构部分地反向处理”。

相关词 Related Words

文学与著作 Literary Works

  • Database System Concepts(Silberschatz, Korth, Sudarshan)讨论规范化与性能权衡时常涉及反规范化思路
  • Designing Data-Intensive Applications(Martin Kleppmann)在数据建模与系统权衡语境下常提到反规范化/冗余以换取读取效率
  • The Data Warehouse Toolkit(Ralph Kimball, Margy Ross)维度建模与(相对)规范化/反规范化的取舍频繁出现相关术语
  • SQL Performance Explained(Markus Winand)性能优化语境中会提及用冗余与结构调整减少昂贵查询操作
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