数据网格（影印版）
出版时间：2023年03月
页数：345
“对作为产品的数据进行了透彻且至关重要的介绍，包括实现该产品所需的文化、流程、技术和团队变化。”
——Manuel Pais
Team Topologies的合著者“Zhamak在本书中采用的详尽方法使得这一新概念变得清晰且实用。”
——Gwen Shapira
Nile Platform联合创始人兼CPO；Kafka: The Definitive Guide作者
我们正处于数据的拐点，现今的数据管理解决方案已经不符合组织的复杂性、数据源的激增以及我们希望通过人工智能和分析从数据中获得价值的愿景。在这本实践用书中，作者Zhamak Dehghani介绍了数据网格，这是一种来自现代分布式架构的去中心化的社会技术范式，为大规模获取、共享、访问和管理分析数据提供了新方法。
Dehghani指导从业者、架构师、技术领导者和决策者从传统大数据架构转向分布式多维分析数据管理方法。数据网格将数据视为产品，将领域视为主要关注点，应用平台思维创建自助式数据基础架构，并引入数据治理的联合计算模型。
● 全面介绍了数据网格原理及其组成部分
● 设计数据网格架构
● 指导数据网格策略和执行
● 将组织设计导向去中心化的数据所有权模型
● 超越传统的数据仓库和数据湖，转向分布式数据网格
——Manuel Pais
Team Topologies的合著者“Zhamak在本书中采用的详尽方法使得这一新概念变得清晰且实用。”
——Gwen Shapira
Nile Platform联合创始人兼CPO；Kafka: The Definitive Guide作者
我们正处于数据的拐点，现今的数据管理解决方案已经不符合组织的复杂性、数据源的激增以及我们希望通过人工智能和分析从数据中获得价值的愿景。在这本实践用书中，作者Zhamak Dehghani介绍了数据网格，这是一种来自现代分布式架构的去中心化的社会技术范式，为大规模获取、共享、访问和管理分析数据提供了新方法。
Dehghani指导从业者、架构师、技术领导者和决策者从传统大数据架构转向分布式多维分析数据管理方法。数据网格将数据视为产品，将领域视为主要关注点，应用平台思维创建自助式数据基础架构，并引入数据治理的联合计算模型。
● 全面介绍了数据网格原理及其组成部分
● 设计数据网格架构
● 指导数据网格策略和执行
● 将组织设计导向去中心化的数据所有权模型
● 超越传统的数据仓库和数据湖，转向分布式数据网格
- Foreword
- Preface
- Prologue: Imagine Data Mesh
- Part I. What Is Data Mesh?
- 1. Data Mesh in a Nutshell
- The Outcomes
- The Shifts
- The Principles
- Interplay of the Principles
- Data Mesh Model at a Glance
- The Data
- The Origin
- 2. Principle of Domain Ownership
- A Brief Background on Domain-Driven Design
- Applying DDD’s Strategic Design to Data
- Domain Data Archetypes
- Transition to Domain Ownership
- Recap
- 3. Principle of Data as a Product
- Applying Product Thinking to Data
- Transition to Data as a Product
- Recap
- 4. Principle of the Self-Serve Data Platform
- Data Mesh Platform: Compare and Contrast
- Data Mesh Platform Thinking
- Transition to a Self-Serve Data Mesh Platform
- Recap
- 5. Principle of Federated Computational Governance
- Apply Systems Thinking to Data Mesh Governance
- Apply Federation to the Governance Model
- Apply Computation to the Governance Model
- Transition to Federated Computational Governance
- Recap
- Part II. Why Data Mesh?
- 6. The Inflection Point
- Great Expectations of Data
- The Great Divide of Data
- Scale: Encounter of a New Kind
- Beyond Order
- Approaching the Plateau of Return
- Recap
- 7. After the Inflection Point
- Respond Gracefully to Change in a Complex Business
- Sustain Agility in the Face of Growth
- Increase the Ratio of Value from Data to Investment
- Recap
- 8. Before the Inflection Point
- Evolution of Analytical Data Architectures
- Characteristics of Analytical Data Architecture
- Recap
- Part III. How to Design the Data Mesh Architecture
- 9. The Logical Architecture
- Domain-Oriented Analytical Data Sharing Interfaces
- Data Product as an Architecture Quantum
- The Multiplane Data Platform
- Recap
- 13. Design Discovering, Understanding, and Composing Data
- Discover, Understand, Trust, and Explore
- Compose Data
- Recap
- 14. Design Managing, Governing, and Observing Data
- Manage the Life Cycle
- Govern Data
- Observe, Debug, and Audit
- Recap
- Part V. How to Get Started
- 15. Strategy and Execution
- Should You Adopt Data Mesh Today?
- Data Mesh as an Element of Data Strategy
- Data Mesh Execution Framework
- Recap
- 16. Organization and Culture
- Change
- Culture
- Reward
- Structure
- People
- Process
- Recap
- Index
书名：数据网格（影印版）
作者：Zhamak Dehghani 著
国内出版社：东南大学出版社
出版时间：2023年03月
页数：345
书号：978-7-5766-0593-8
原版书书名：Data Mesh
原版书出版商：O'Reilly Media
The animal on the cover of Data Mesh is a great snipe (Gallinago media), the fastest migratory bird known to humans. Great snipes breed in northeastern Europe and migrate to sub-Saharan Africa. Researchers have recorded great snipes flying 4,200 miles at up to 60 mph without stopping.
A typical great snipe wingspan is 17–20 inches. They normally weigh under 7 ounces. The great snipe’s plumage is mottled brown, an effective camouflage for the grasslands, marshes, and meadows they inhabit, with a dark stripe across their eyes. The beak is long for foraging in mud and wetlands for worms and insects.
The great snipe population is Near Threatened, according to the IUCN Red List.
A typical great snipe wingspan is 17–20 inches. They normally weigh under 7 ounces. The great snipe’s plumage is mottled brown, an effective camouflage for the grasslands, marshes, and meadows they inhabit, with a dark stripe across their eyes. The beak is long for foraging in mud and wetlands for worms and insects.
The great snipe population is Near Threatened, according to the IUCN Red List.
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