Data Mesh: Delivering Data-Driven Value at Scale (Paperback)
暫譯: 數據網格：在大規模下實現數據驅動的價值 (平裝本)

Dehghani, Zhamak

Data Mesh: Delivering Data-Driven Value at Scale (Paperback)

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商品描述

Many enterprises are investing in a next-generation data lake, hoping to democratize data at scale to provide business insights and ultimately make automated intelligent decisions. In this practical book, author Zhamak Dehghani reveals that, despite the time, money, and effort poured into them, data warehouses and data lakes fail when applied at the scale and speed of today's organizations. A distributed data mesh is a better choice.

Dehghani guides architects, technical leaders, and decision makers on their journey from monolithic big data architecture to a sociotechnical paradigm that draws from modern distributed architecture. A data mesh considers domains as a first-class concern, applies platform thinking to create self-serve data infrastructure, treats data as a product, and introduces a federated and computational model of data governance. This book shows you why and how.

  • Examine the current data landscape from the perspective of business and organizational needs, environmental challenges, and existing architectures
  • Analyze the landscape's underlying characteristics and failure modes
  • Get a complete introduction to data mesh principles and its constituents
  • Learn how to design a data mesh architecture
  • Move beyond a monolithic data lake to a distributed data mesh

商品描述(中文翻譯)

許多企業正在投資於下一代數據湖，希望能夠在大規模上實現數據的民主化，以提供商業洞察，最終做出自動化的智能決策。在這本實用的書中，作者 Zhamak Dehghani 揭示了儘管投入了大量的時間、金錢和精力，數據倉庫和數據湖在當今組織的規模和速度下仍然無法奏效。分散式數據網格是一個更好的選擇。

Dehghani 指導架構師、技術領導者和決策者從單體大數據架構轉向一種社會技術範式，該範式借鑒了現代分散式架構。數據網格將領域視為一級關注，應用平台思維來創建自助式數據基礎設施，將數據視為產品，並引入聯邦和計算模型的數據治理。本書將告訴你為什麼以及如何做到這一點。

- 從商業和組織需求、環境挑戰及現有架構的角度檢視當前的數據環境
- 分析該環境的基本特徵和失敗模式
- 獲得數據網格原則及其組成部分的完整介紹
- 學習如何設計數據網格架構
- 從單體數據湖轉向分散式數據網格

作者簡介

Zhamak Dehghani is a director of technology at ThoughtWorks, focusing on distributed systems architecture --- big data and operational systems -- in the enterprise. She's a member of the company's Technology Advisory Board and contributes to the creation of ThoughtWorks's Technology Radar. She is an advocate for decentralization of all things - architecture, data and ultimately power. She is the founder of data mesh.

作者簡介(中文翻譯)

Zhamak Dehghani 是 ThoughtWorks 的技術總監，專注於企業中的分散式系統架構——大數據和運營系統。她是公司技術諮詢委員會的成員，並參與 ThoughtWorks 的技術雷達的創建。她提倡所有事物的去中心化——架構、數據，最終是權力。她是數據網格（data mesh）的創始人。

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