From 7428b813a1466bbab01063e36aae142a6aee2a86 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E5=BC=A0=E6=9E=97=E4=BC=9F?= Date: Mon, 8 Apr 2024 20:12:27 +0800 Subject: [PATCH] Update architecture-of-a-database-system-paper blog --- .../index.md | 47 ++++++++++++++++++ .../main-components-of-dbms.png | Bin 0 -> 191481 bytes .../shared-memory-architecture.png | Bin 0 -> 77534 bytes .../shared-nothing-architecture.png | Bin 0 -> 87405 bytes 4 files changed, 47 insertions(+) create mode 100644 content/blog/2024-03-26-architecture-of-a-database-system-paper/main-components-of-dbms.png create mode 100644 content/blog/2024-03-26-architecture-of-a-database-system-paper/shared-memory-architecture.png create mode 100644 content/blog/2024-03-26-architecture-of-a-database-system-paper/shared-nothing-architecture.png diff --git a/content/blog/2024-03-26-architecture-of-a-database-system-paper/index.md b/content/blog/2024-03-26-architecture-of-a-database-system-paper/index.md index b1e8df6..86fa8b7 100644 --- a/content/blog/2024-03-26-architecture-of-a-database-system-paper/index.md +++ b/content/blog/2024-03-26-architecture-of-a-database-system-paper/index.md @@ -5,3 +5,50 @@ date = 2024-03-26 [论文](./architecture-of-a-database-system.pdf) | [中文翻译](./architecture-of-a-database-system-chinese.pdf) +## DBMS 主要组件 +![main-components-of-dbms](main-components-of-dbms.png) + +Process Manager 并非单指分配进程,而是根据 DBMS 实际实现的进程模型,分配进程或线程。其作用之一 Admission Control 指是否立即处理该查询,或是等待系统有足够资源时再处理。 + +## 进程模型 +### 每个 DBMS Worker 一个进程 +- 优点:可移植性好(早期的 OS 对线程支持较差),可以利用 OS 保护措施 +- 缺点:进程切换代价更大 +- 案例:DB2,PostgreSQL,Oracle + +### 每个 DBMS Worker 一个线程 +线程又可分为 OS线程 或 DBMS 线程(轻量级线程,仅在用户空间调度而没有内核调度程序的参与)。 + +- 优点:线程切换代价较小,共享数据友好 +- 缺点:OS 对线程不提供溢出和指针的保护,调试困难,可移植性较差(在当时) +- 案例:DB2,SQL Server,MySQL + +### 进程/线程池 + +由中央进程/线程控制所有客户端连接,由进程/线程池管理所有 DBMS worker。大小可动态变化。 + +DBMS worker 之间会共享数据 +1. 磁盘缓冲池(buffer pool) +2. 锁表 + +DBMS 可能支持多种进程模型,比如 DB2 支持以上四种,Oracle 在 Windows 系统上采用多线程模型。 + +**准入控制** +1. 通过调度进程/线程来确保客户端连接数在一个临界值以下 +2. 在查询语句转换和优化后的执行阶段,通过分析查询所需资源来决定是否推迟查询执行 + +## 并行架构 + +### 共享内存(Shared-Memory) +shared-memory-architecture + +在共享内存机器,OS 通常支持作业(进程或线程)被透明地分配到每个处理器上,并且共享的数据结构可以继续被所有作业所访问,所以上面四种进程模型可以运行良好。主要需要修改查询执行层,将单一的 SQL 并行到多个处理器上。 + +### 无共享(Shared-Nothing) +shared-nothing-architecture + +通过网络互联通信。 + +### 共享磁盘(Shared-Disk) + +### NUMA(Non-Uniform Memory Access) \ No newline at end of file diff --git a/content/blog/2024-03-26-architecture-of-a-database-system-paper/main-components-of-dbms.png b/content/blog/2024-03-26-architecture-of-a-database-system-paper/main-components-of-dbms.png new file mode 100644 index 0000000000000000000000000000000000000000..53b6a29ed3b4ab7852ffde6418b52bcddb59fd89 GIT binary patch literal 191481 zcmbq*bzD_j*Y2hfr9&E|ySuv^HqzbQB`DI}-5r}!Iu!(@yCkI>q(j2HG0v;!{m%LB z{ayHD|0a9QIY&I>8DoyM7T-R7TLz%WNJvWnARqt$2=Fi9+dM!NJo^9pd06ECZw2t| zZ|wk7c*u09HYf-Z03<2|6e`5GE&ve#00{{R1^yoJ>jwei5&UBqSU6}%DDVXlC;$L7 zG!z8%V{{Z0WF%-97zjuxXaM+o_(!PE(9oHM5ioFYl{E|(d%TWK 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