Data Mesh: Delivering Data-Driven Value at Scale

Data Mesh: Delivering Data-Driven Value at Scale

  • Downloads:7305
  • Type:Epub+TxT+PDF+Mobi
  • Create Date:2022-03-25 08:55:41
  • Update Date:2025-09-06
  • Status:finish
  • Author:Zhamak Dehghani
  • ISBN:1492092398
  • Environment:PC/Android/iPhone/iPad/Kindle

Summary

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 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, and treats data as a product。 This book shows you why and how。


Examine the current landscape of data architectures, their underlying characteristics, and failure modes
Learn how to divide data (and its supporting technology stacks and architecture) into operational data and analytical data
Get a complete introduction to data mesh principles and logical architecture
Create a foundation for gaining value from analytical data and historical facts at scale
Move beyond a monolithic data lake to a distributed data mesh

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Reviews

Illia

Gavin: I mean, when do we start testing this? How long before we can integrate this into Nucleus? Big Head: Not long。 It'll probably happen in our lifetime。 We just have to figure out how to make it work。 Gavin: I mean, when do we start testing this? How long before we can integrate this into Nucleus? Big Head: Not long。 It'll probably happen in our lifetime。 We just have to figure out how to make it work。 。。。more

Charluff

Has your data organization become a bottleneck as the monolith grows bigger and each engineer has to become more and more specialized, consuming their cognitive capacity and losing motivation? All this while the rest of the organization fights with each other to get prioritized? If not, you’ll get there… and Data Mesh is the medicine you need。 Probably old news as ​Martin Fowler’s blog brought this up to light a while ago(must read if you haven’t)。 But here you’ll go deeper into the core princip Has your data organization become a bottleneck as the monolith grows bigger and each engineer has to become more and more specialized, consuming their cognitive capacity and losing motivation? All this while the rest of the organization fights with each other to get prioritized? If not, you’ll get there… and Data Mesh is the medicine you need。 Probably old news as ​Martin Fowler’s blog brought this up to light a while ago(must read if you haven’t)。 But here you’ll go deeper into the core principles (specially DDD and Product Design) and how to translate these concrete actions and guidelines in your data platform。 Consultant food or not, definitely my new bible。Happy read! 。。。more