Data Mesh in Action (Paperback)

Revolutionize the way your organization approaches data with a data mesh! This new decentralized architecture outpaces monolithic lakes and warehouses and can work for a company of any size.

In Data Mesh in Action you will learn how to:

• Implement a data mesh in your organization
• Turn data into a data product
• Move from your current data architecture to a data mesh
• Identify data domains, and decompose an organization into smaller, manageable domains
• Set up the central governance and local governance levels over data
• Balance responsibilities between the two levels of governance
• Establish a platform that allows efficient connection of distributed data products and automated governance

Data Mesh in Action reveals how this groundbreaking architecture looks for both small startups and large enterprises. You won’t need any new technology—this book shows you how to start implementing a data mesh with flexible processes and organizational change. You’ll explore both an extended case study and multiple real-world examples. As you go, you’ll be expertly guided through discussions around Socio-Technical Architecture and Domain-Driven Design with the goal of building a sleek data-as-a-product system. Plus, dozens of workshop techniques for both in-person and remote meetings help you onboard colleagues and drive a successful transition.

Foreword by Jean-Georges Perrin.

Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.

About the technology
Business increasingly relies on efficiently storing and accessing large volumes of data. The data mesh is a new way to decentralize data management that radically improves security and discoverability. A well-designed data mesh simplifies self-service data consumption and reduces the bottlenecks created by monolithic data architectures.

About the book
Data Mesh in Action teaches you pragmatic ways to decentralize your data and organize it into an effective data mesh. You’ll start by building a minimum viable data product, which you’ll expand into a self-service data platform, chapter-by-chapter. You’ll love the book’s unique “sliders” that adjust the mesh to meet your specific needs. You’ll also learn processes and leadership techniques that will change the way you and your colleagues think about data.

What's inside

• Decompose an organization into manageable domains
• Turn data into a data product
• Set up central and local governance levels
• Build a fit-for-purpose data platform
• Improve management, initiation, and support techniques

About the reader
For data professionals. Requires no specific programming stack or data platform.

用一個數據網格來改變組織對待數據的方式！這種新的分散式架構超越了龐大的數據湖和數據倉庫，適用於任何規模的公司。

在《Data Mesh in Action》中，您將學習如何：
- 在組織中實施數據網格
- 將數據轉化為數據產品
- 從現有的數據架構過渡到數據網格
- 確定數據領域，並將組織分解為更小、可管理的領域
- 建立對數據的中央治理和本地治理層級
- 在兩個治理層級之間平衡責任
- 建立一個允許分布式數據產品有效連接和自動化治理的平台

《Data Mesh in Action》展示了這一開創性架構在小型初創企業和大型企業中的樣貌。您不需要任何新技術-本書將向您展示如何通過靈活的流程和組織變革開始實施數據網格。您將探索一個擴展的案例研究和多個真實世界的例子。在此過程中，您將通過關於社會技術架構和領域驅動設計的討論，專業指導您建立一個流暢的數據產品系統。此外，本書還提供了數十種適用於面對面和遠程會議的工作坊技巧，幫助您引入同事並成功實現轉型。

前言由Jean-Georges Perrin撰寫。

購買印刷版書籍將包括Manning Publications提供的PDF、Kindle和ePub格式的免費電子書。

關於技術：
商業越來越依賴於高效存儲和訪問大量數據。數據網格是一種新的分散數據管理方式，從根本上改善了安全性和可發現性。設計良好的數據網格簡化了自助式數據消費，減少了龐大數據架構帶來的瓶頸。

關於本書：
《Data Mesh in Action》教您實用的方法來分散數據並將其組織成一個有效的數據網格。您將從構建一個最小可行數據產品開始，逐章擴展為一個自助式數據平台。您將喜歡本書獨特的“滑塊”，可以根據您的具體需求調整網格。您還將學習流程和領導技巧，這將改變您和您的同事對數據的思考方式。

內容包括：
- 將組織分解為可管理的領域
- 將數據轉化為數據產品
- 建立中央和本地治理層級
- 構建適合特定目的的數據平台
- 改進管理、啟動和支持技術

讀者對象：
數據專業人士。不需要特定的編程堆棧或數據平台。

Jacek Majchrzak is a hands-on lead architect in the area of drug discovery where he implements the data mesh idea. Jacek is a workshop facilitator with a strong focus on domain-driven design, software architecture and socio-technical systems design.

Dr. Sven Balnojan manages data products and teams by day. At night, he has a passion for diving deep into technology and data-related topics in his opinionated in-depth newsletter, as well as his blog and various essays.

Dr. Marian Siwiak is a data scientist with a track record of using data knowledge and managerial experience to successfully deliver multimillion IT, scientific and technical projects covering various areas, from life sciences to robotics.

Jacek Majchrzak是一位實踐型首席架構師，專注於藥物發現領域，並實施數據網格（data mesh）的理念。Jacek是一位工作坊引導者，專注於領域驅動設計、軟體架構和社會技術系統設計。

Dr. Sven Balnojan白天負責管理數據產品和團隊。晚上，他熱衷於深入研究技術和與數據相關的主題，並在他的個人見解深入的通訊、博客和各種文章中分享。

Dr. Marian Siwiak是一位數據科學家，憑藉豐富的數據知識和管理經驗，成功交付了涵蓋生命科學到機器人技術等各個領域的數百萬IT、科學和技術項目。

PART 1 FOUNDATIONS
1 The what and why of the data mesh
2 Is a data mesh right for you?
3 Kickstart your data mesh MVP in a month
PART 2 THE FOUR PRINCIPLES IN PRACTICE
4 Domain ownership
5 Data as a product
6 Federated computational governance
7 The self-serve data platform
PART 3 INFRASTRUCTURE AND TECHNICAL ARCHITECTURE
8 Comparing self-serve data platforms
9 Solution architecture design

第一部分 基礎
1. 數據網格的何謂及為何
2. 數據網格是否適合您？
3. 在一個月內啟動您的數據網格最小可行性產品

第二部分 實踐中的四個原則
4. 領域所有權
5. 數據作為產品
6. 聯邦計算治理
7. 自助式數據平台

第三部分 基礎設施和技術架構
8. 自助式數據平台比較
9. 解決方案架構設計