數(shù)據(jù)網(wǎng)格(影印版)
出版時間:2023年03月
頁數(shù):345
“對作為產(chǎn)品的數(shù)據(jù)進行了透徹且至關(guān)重要的介紹,包括實現(xiàn)該產(chǎn)品所需的文化、流程、技術(shù)和團隊變化?!?br />
——Manuel Pais
Team Topologies的合著者“Zhamak在本書中采用的詳盡方法使得這一新概念變得清晰且實用。”
——Gwen Shapira
Nile Platform聯(lián)合創(chuàng)始人兼CPO;Kafka: The Definitive Guide作者
我們正處于數(shù)據(jù)的拐點,現(xiàn)今的數(shù)據(jù)管理解決方案已經(jīng)不符合組織的復雜性、數(shù)據(jù)源的激增以及我們希望通過人工智能和分析從數(shù)據(jù)中獲得價值的愿景。在這本實踐用書中,作者Zhamak Dehghani介紹了數(shù)據(jù)網(wǎng)格,這是一種來自現(xiàn)代分布式架構(gòu)的去中心化的社會技術(shù)范式,為大規(guī)模獲取、共享、訪問和管理分析數(shù)據(jù)提供了新方法。
Dehghani指導從業(yè)者、架構(gòu)師、技術(shù)領導者和決策者從傳統(tǒng)大數(shù)據(jù)架構(gòu)轉(zhuǎn)向分布式多維分析數(shù)據(jù)管理方法。數(shù)據(jù)網(wǎng)格將數(shù)據(jù)視為產(chǎn)品,將領域視為主要關(guān)注點,應用平臺思維創(chuàng)建自助式數(shù)據(jù)基礎架構(gòu),并引入數(shù)據(jù)治理的聯(lián)合計算模型。
● 全面介紹了數(shù)據(jù)網(wǎng)格原理及其組成部分
● 設計數(shù)據(jù)網(wǎng)格架構(gòu)
● 指導數(shù)據(jù)網(wǎng)格策略和執(zhí)行
● 將組織設計導向去中心化的數(shù)據(jù)所有權(quán)模型
● 超越傳統(tǒng)的數(shù)據(jù)倉庫和數(shù)據(jù)湖,轉(zhuǎn)向分布式數(shù)據(jù)網(wǎng)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
書名:數(shù)據(jù)網(wǎng)格(影印版)
國內(nèi)出版社:東南大學出版社
出版時間:2023年03月
頁數(shù):345
書號:978-7-5766-0593-8
原版書書名:Data Mesh
原版書出版商:O'Reilly Media
Zhamak Dehghani
Zhamak Dehghani是Thoughtworks的技術(shù)總監(jiān)。她專注于企業(yè)中的分布式系統(tǒng)和數(shù)據(jù)架構(gòu)領域,是多個技術(shù)咨詢委員會的成員,包括Thoughtworks的技術(shù)委員會。Zhamak倡導一切事物的去中心化,包括架構(gòu)、數(shù)據(jù)等。她是DataMesh的創(chuàng)始人。
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.