Data Mesh: Delivering Data-Driven Value at Scale (Paperback) (數據網格：大規模實現數據驅動的價值)

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，希望以大規模的方式實現數據民主化，提供業務洞察並最終做出自動智能決策。在這本實用書中，作者Zhamak Dehghani揭示了，儘管在它們上面投入了時間、金錢和努力，但數據倉庫和數據湖在當今組織的規模和速度下應用時會失敗。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片式大數據架構轉向從現代分散式架構中獲取的社會技術範式。數據網格將領域視為一級關注，應用平台思維創建自助數據基礎設施，將數據視為產品，並引入聯邦和計算模型的數據治理。本書向您展示了為什麼以及如何這樣做。

- 從業務和組織需求、環境挑戰和現有架構的角度檢視當前的數據景觀
- 分析該景觀的基本特徵和失敗模式
- 完整介紹數據網格原則及其組成部分
- 學習如何設計數據網格架構
- 從單片式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。她是該公司技術諮詢委員會的成員，並為 ThoughtWorks 的技術雷達的創建做出貢獻。她主張分權化的所有事物 - 架構、數據和最終權力。她是數據網格的創始人。

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