Data mesh is a technical pattern that also requires organizational change. The benefits of a data mesh approach are achieved by implementing multi-disciplinary teams that publish and consume data products. The following concepts are foundational for understanding data mesh architec...
A data mesh is a decentralized data architecture that organizes data by a specific business domain to provide more ownership to producers of a given data set.
Zhamak Dehghani, a prominent figure in the technology and software development fields, first created the concept of the data mesh architecture in 2019. In Dehghani’s bookData Mesh: Delivering Data-Driven Value at Scale, Dehghani explains what is data mesh as a “decentralized sociotechnical appro...
文章的意思是类比ProtocolBuffer + gRPC这种对于Service-Oriented Architecture的作用,是业务团队自助构建并定义Service,而不是基于某一个数据库实现的规范定义并构建。 我觉得把这四个原则放在相等的位置上容易造成困惑。事实上第二个原则——数据即产品,才是Data Mesh概念的出发点和值得深思的原则。当我们去探索到底什么...
What is a Data Fabric? Is it different from a Data Mesh? And many more questions are answered in this beginner’s guide to Data Fabric.
A data mesh aims to streamline and simplify access to enterprise data and make it easily accessible by consuming parties and applications.
And given we’re only at the embryonic stage of this new approach, I’ll ask whether Data Mesh is even really a thing. But first, let’s define what we mean by a Data Mesh. Defining a Data Mesh A Data Mesh is a new Enterprise Architecture where the domain teams own the data in ...
为了实现这个理念，Data Mesh借鉴了现代Service技术栈的去中心化、自我管理和服务治理的特点。它倡导每个团队负责自己数据的定义、构建和维护，通过自动化工具简化流程，同时引入数据目录和安全合规措施。Data Mesh MVP在技术架构上，需要围绕数据产品定义、转换工具、部署自动化和数据安全等方面进行布局，而在...
1. Domain-oriented data ownership and architecture A data mesh builds on author Eric Evans' theory ofdomain-driven designthat explores how to deconstruct applications into distributed services aligned around business capabilities. Data ownership is distributed among different teams or domains, each respons...
processes. It has a variety of potentialuse cases in data environments. Even newer is data mesh, a decentralized architecture that gives individual business domains responsibility for managing their own data. Federated governance processes are used to create organization-wide data standards and policies...