Distributed Database

曾修俊 / 钟安元 / 敖剑Chongqing University Electronic Audio-Visual Publishing House · ChinaSep 2024

Word count

94K words

Chapters

144

ISBN

9787894464873

Tags

Summary

Editor's review

In terms of structure, the book likely follows a path from theory to practice. It should explore in depth such core topics as data sharding, consistency models (e.g., the CAP theorem, ACID versus BASE), replication mechanisms, and distributed transaction processing. For readers who want to understand how distributed databases work rather than merely how to use a particular database, this analysis of underlying principles is especially important. It helps readers build the judgment to understand the design trade-offs and suitable use cases behind different technical approaches such as Spanner, CockroachDB, TiDB, and OceanBase.

As an author, Zeng Xiujun's background typically points to a practitioner with hands-on architecture or R&D experience. This may give the book a strong practical orientation, potentially covering typical challenges in system design, performance trade-offs, and fault tolerance. For mid- to senior-level backend engineers, system architects, and students interested in going deep into the database field, this is an excellent read for building a complete body of knowledge. It does not offer a quick-fix formula, but rather a map for understanding complex systems. Reading it requires some foundational knowledge of databases and networking, but the reward is a solid and deep cognitive framework for modern data architecture—a highly valuable long-term investment in the cloud-native era.

Who it's for

A good fit for

• Mid- to senior-level backend developers who want to understand the design principles of distributed databases deeply rather than merely learn to use tools
• Architects who are selecting technologies or designing system architecture and need to evaluate different distributed database approaches
• Upper-level undergraduates or graduate students in computer-related majors with a strong interest in the underlying implementation of database systems
• Engineers working on data platforms or foundational middleware who need to deepen their theoretical understanding of distributed systems

Not a good fit for

• Beginners who only need to learn how to use a specific database (such as MySQL or Redis) for basic development
• Readers looking for a plug-and-play, step-by-step hands-on manual who are not interested in underlying theory

Reading tips

1. Before reading, it is advisable to review the fundamentals of database systems and computer networks to better understand the challenges in a distributed context
2. Read in conjunction with the classic papers mentioned in the book (such as Google's Spanner and Amazon's Dynamo papers) to deepen understanding
3. When reading about design principles, try to compare them with one or two familiar open-source distributed databases (such as TiDB or CockroachDB) to map theory onto actual implementations

About the publisher

Chongqing University Electronic Audio-Visual Publishing House focuses on electronic and audio-visual publications in the social sciences, science and technology, and education, and is involved in developing and operating digital teaching platforms and professional teaching-resource databases. Its 169 titles in the catalog cover social sciences, popular science, medicine, management, examinations, and programming design. They include social-science and popular-science works such as Review of Social Research Methods (Vol. 1) and An Illustrated Guide to the Wildlife of Guangdong Grand Canyon (2 vols.), medical humanities titles such as The Cell Renegade and Fatal Redemption, and management and technical textbooks such as Brand Operations and Planning, Digital Electronic Technology (2nd ed.), C# Programming and WinForms Basics, and Data Cleaning Techniques and Applications. Contributors include Zhao Lianfei, Zhao Feng, Hou Yu, Chen Zhe, Peng Meiqian, and Wang Jingping, as well as institutions such as the Guangdong Ruyuan Grand Canyon Provincial Nature Reserve Management Office and Guangzhou Caomufan Environmental Technology Co., Ltd. Owing to limited public information, its publishing profile is best seen as running across academic reviews, nature guides, medical popularization, and information-technology textbooks.

Contents

1. 版权信息
2. 内容提要
3. 前言
4. 第1章 NoSQL理论基础
5. 1.1 数据库系统
6. 1.1.1 数据库系统的基本概念
7. 1.1.2 关系型数据库
8. 1.1.3 NoSQL数据库的特点
9. 1.2 分布式数据库的数据管理
10. 1.2.1 分布式数据处理
11. 1.2.2 CAP理论
12. 1.3 ACID与BASE
13. 1.3.1 ACID特性
14. 1.3.2 BASE原理
15. 1.3.3 最终一致性
16. 1.4 NoSQL数据库分类
17. 第2章 MongoDB入门
18. 2.1 MongoDB简介
19. 2.1.1 什么是MongoDB
20. 2.1.2 MongoDB特点
21. 2.1.3 MongoDB使用原理
22. 2.1.4 MongoDB适用场景
23. 2.1.5 MongoDB应用案例
24. 2.2 MongoDB基本概念
25. 2.2.1 文档数据模型
26. 2.2.2 文档存储结构
27. 2.2.3 数据类型
28. 2.3 MongoDB的安装与卸载
29. 2.4 数据库与集合的基本操作
30. 2.4.1 数据库操作
31. 2.4.2 集合操作
32. 2.5 MongoDB的文档操作
33. 2.5.1 文档的键定义规则
34. 2.5.2 插入操作
35. 2.5.3 更新操作
36. 2.5.4 删除操作
37. 2.5.5 查询操作
38. 2.6 索引
39. 2.6.1 索引简介
40. 2.6.2 索引类型
41. 2.6.3 索引操作
42. 2.7 聚合
43. 2.7.1 聚合管道方法
44. 2.7.2 map-reduce方法
45. 第3章 MongoDB应用与管理
46. 3.1 集群架构
47. 3.1.1 主从复制
48. 3.1.2 副本集
49. 3.1.3 分片
50. 3.2 MongoDB分布式集群部署
51. 3.2.1 分布式集群架构
52. 3.2.2 部署副本集
53. 3.2.3 部署分片集群
54. 3.3 MongoDB编程方法
55. 3.3.1 通过Java访问MongoDB
56. 3.3.2 通过Python访问MongoDB
57. 3.4 MongoDB的可视化工具
58. 3.5 MongoDB性能调优
59. 3.5.1 部署架构
60. 3.5.2 系统优化
61. 3.5.3 索引设计
62. 3.5.4 监控与备份
63. 3.5.5 模式设计
64. 3.5.6 程序配置
65. 第4章 HBase入门
66. 4.1 HBase简介
67. 4.1.1 产生背景
68. 4.1.2 什么是HBase
69. 4.1.3 HBase特点
70. 4.1.4 HBase优缺点
71. 4.1.5 HBase应用场景
72. 4.1.6 HBase数据模型与物理模型
73. 4.1.7 HBase框架原理
74. 4.2 HBase安装
75. 4.2.1 HBase安装准备
76. 4.2.2 HBase安装
77. 4.3 HBase Shell操作
78. 4.3.1 其他操作
79. 4.3.2 表的操作
80. 4.3.3 数据操作
81. 4.4 HBase API
82. 4.4.1 使用Java访问HBase
83. 4.4.2 使用Python访问HBase
84. 第5章 HBase进阶
85. 5.1 HBase优化
86. 5.1.1 高可用
87. 5.1.2 预分区
88. 5.1.3 RowKey设计
89. 5.1.4 内存优化
90. 5.1.5 基础优化
91. 5.2 Phoenix
92. 5.2.1 Phoenix 定义
93. 5.2.2 Phoenix架构
94. 5.2.3 Phoenix数据模型
95. 5.2.4 安装部署
96. 5.2.5 Phoenix表操作
97. 5.2.6 Phoenix表和HBase表的关系
98. 5.2.7 二级索引
99. 5.2.8 Phoenix索引分类
100. 5.2.9 Phoenix API
101. 第6章 Redis
102. 6.1 Redis简介
103. 6.1.1 Redis历史与发展
104. 6.1.2 Redis是什么
105. 6.1.3 Redis特性
106. 6.1.4 Redis应用场景
107. 6.1.5 Redis架构原理
108. 6.2 Redis安装与使用
109. 6.2.1 Redis安装
110. 6.2.2 Redis命令行客户端
111. 6.2.3 配置
112. 6.2.4 多数据库
113. 6.3 Redis数据类型
114. 6.3.1 String
115. 6.3.2 Hash
116. 6.3.3 List
117. 6.3.4 Set
118. 6.3.5 SortSet
119. 6.4 Redis API
120. 6.4.1 使用Java访问Redis
121. 6.4.2 使用Python访问Redis
122. 第7章 图数据库
123. 7.1 Neo4j简介
124. 7.1.1 Neo4j产生背景
125. 7.1.2 Neo4j是什么
126. 7.1.3 Neo4j优缺点
127. 7.1.4 Neo4j常用使用场景
128. 7.1.5 Neo4j数据模型
129. 7.1.6 Neo4j部署模式
130. 7.2 Neo4j安装与使用
131. 7.2.1 Neo4j安装配置
132. 7.2.2 Neo4j使用
133. 7.3 Neo4j API
134. 7.3.1 使用Python访问Neo4j
135. 7.3.2 使用Java访问Neo4j
136. 第8章 NewSQL数据库
137. 8.1 TiDB数据库
138. 8.1.1 TiDB架构
139. 8.1.2 TiDB的存储原理
140. 8.1.3 TiDB的管理机制
141. 8.1.4 TiDB应用案例
142. 8.2 OceanBase
143. 8.2.1 OceanBase特性
144. 8.2.2 OceanBase系统架构

FAQ

This site is an index: you start “Search all sources” in your browser, and the entries it lists all point to third-party sites; please judge their availability yourself.

About the author

Zeng Xiujun: publicly available information is limited, and at present only three works by this author are held in the library, all focused on computer technology and applications. Representative works include Data Cleaning Techniques and Applications, Distributed Databases, and Crawler Application Technology and Development. Judging from the titles, these works address data preprocessing, distributed data storage and management, and web crawler development, making them practical technical titles in the areas of general computing and programming design. These works commonly appear in education-related categories, suggesting that the writing is intended for teaching or introductory technical scenarios and emphasizes the introduction of technical methods and their practical application. Because information about the author's biography, nationality, education, and positions is not found in the library records and cannot be confirmed from public sources, this introduction is based solely on an objective description of the works' subject matter and categories, without any speculation about or supplementation of the author's personal background.

Zhong Anyuan is a Chinese author of computer science books, about whom little public information is available; seven of his works are included in this catalog. His writing focuses on computer technology and software development. His representative works cover both foundational and advanced topics such as distributed databases, virtualization technology and applications, and computer graphics and image rendering, as well as practice-oriented teaching and training materials including Unity3D Core Development, a hands-on guide to MySQL database design and implementation, MyBatis Framework Technology, and Advanced Java Web Application Development. Judging from the range of subjects, his books span databases, web development, graphics rendering, and game engine development. Common categories include general computer science, examinations, software learning, and programming design, reflecting an editorial orientation toward university teaching and engineering practice that suits students in relevant courses and developers seeking reference.

Ao Jian is a Chinese author of computer and technology books. Publicly available information about him is limited, and his nationality, dates of birth and death, education, and professional background are not clearly documented. Judging from the four works held in the collection, his writing focuses on computer technology and software development, covering distributed databases, ASP.NET Core framework technology, Unity3D core development, and computer graphics and image rendering. These topics span backend architecture, web development, game engine applications, and the fundamentals of graphics. The subjects are largely practical technical themes aimed at readers who wish to study systematically or consult specific development knowledge. His works are often classified under general computing, examinations, and software learning, suggesting they serve both as day-to-day technical references and as materials for related courses and exam preparation. Overall, Ao Jian's writings reflect attention to a range of development technology stacks and can serve as reference reading for understanding the basics and applications of these technologies.