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数据网格(影印版)

数据网格(影印版)

  • 字数: 475
  • 出版社: 东南大学
  • 作者: (美)扎马克·德加尼|责编:张烨
  • 商品条码: 9787576605938
  • 版次: 1
  • 开本: 16开
  • 页数: 345
  • 出版年份: 2023
  • 印次: 1
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内容简介
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,这是一种去中心化的社会技术范 式,取自现代分布式架构,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、技术领导人和 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。
目录
Foreword Preface Prologue: Imagine Data Mesh Part I. What Is Data Mesh? 1. Data Mesh in a Nutshell The Outcomes The Shifts The Principles Principle of Domain Ownership Principle of Data as a Product Principle of the Self-Serve Data Platform Principle of Federated Computational Governance Interplay of the Principles Data Mesh Model at a Glance The Data Operational Data Analytical 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 Source-Aligned Domain Data Aggregate Domain Data Consumer-Aligned Domain Data Transition to Domain Ownership Push Data Ownership Upstream Define Multiple Connected Models Embrace the Most Relevant Domain Data: Don't Expect a Single Source of Truth Hide the Data Pipelines as Domains' Internal Implementation Recap 3. Principle of Data as a Product Applying Product Thinking to Data Baseline Usability Attributes of a Data Product Transition to Data as a Product Include Data Product Ownership in Domains Reframe the Nomenclature to Create Change Think of Data as a Product, Not a Mere Asset Establish a Trust-But-Verify Data Culture Join Data and Compute as One Logical Unit Recap 4. Principle of the Self-Serve Data Platform Data Mesh Platform: Compare and Contrast Serving Autonomous Domain-Oriented Teams Managing Autonomous and Interoperable Data Products A Continuous Platform of Operational and Analytical Capabilities Designed for a Generalist Majority Favoring Decentralized Technologies Domain Agnostic Data Mesh Platform Thinking

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