Tag

Data Mesh

0 views collected around this technical thread.

DataFunSummit
DataFunSummit
May 13, 2024 · Big Data

Metadata‑Driven Data Governance: Concepts, Architectures, and Practices

This article explains how metadata‑driven data governance addresses the challenges of the digital economy by detailing the era background, limitations of traditional methods, the roles of Data Fabric, Data Mesh and DataOps, and presenting real‑world case studies and future directions.

AIBig DataData Mesh
0 likes · 14 min read
Metadata‑Driven Data Governance: Concepts, Architectures, and Practices
Architects Research Society
Architects Research Society
Sep 26, 2023 · Big Data

From a Single Data Lake to a Decentralized Data Mesh: A Step‑by‑Step Migration Guide

This article explains why traditional centralized data lakes hinder modern software development, introduces the data‑mesh concept as a decentralized alternative, and walks through an e‑commerce microservice example with concrete steps, data‑API designs, and migration tactics to transition from a monolithic lake to a distributed data mesh.

Data MeshETLMicroservices
0 likes · 22 min read
From a Single Data Lake to a Decentralized Data Mesh: A Step‑by‑Step Migration Guide
Architects Research Society
Architects Research Society
Sep 19, 2023 · Big Data

Understanding Data Mesh: Concepts, Benefits, and Implementation Guidance

This article explains the data mesh architecture—its domain‑driven, decentralized design, key concepts, benefits over traditional data lakes, a scoring method to evaluate suitability, and the importance of observability for trustworthy data products.

Big DataData MeshDomain-Driven Design
0 likes · 11 min read
Understanding Data Mesh: Concepts, Benefits, and Implementation Guidance
Architects Research Society
Architects Research Society
Aug 5, 2023 · Big Data

Getting Started with Data Mesh: A Quick‑Start Guide

This guide introduces the concept of a data mesh, explains why modern data‑driven organizations need domain‑driven self‑serve design, outlines its three core principles, and provides a curated reading list to help teams transition from monolithic data lakes to distributed, observable data products.

Data MeshDomain-Driven Designdata governance
0 likes · 10 min read
Getting Started with Data Mesh: A Quick‑Start Guide
Architects Research Society
Architects Research Society
Aug 5, 2023 · Big Data

Getting Started with Data Mesh: A Quick‑Start Guide

This guide introduces the data mesh architecture, explains its domain‑driven, self‑serve principles, outlines why modern data‑driven organizations need it, and provides a curated reading list and practical resources to help teams begin building a distributed data platform.

Big DataData MeshDomain-Driven Design
0 likes · 9 min read
Getting Started with Data Mesh: A Quick‑Start Guide
Architects Research Society
Architects Research Society
Jun 24, 2023 · Big Data

Why Enterprise Data Architects Should Build Distributed Data Meshes Instead of Large Centralized Platforms

The article argues that traditional centralized data warehouses and lakes are increasingly unsustainable for large enterprises and proposes a paradigm shift to a distributed data mesh architecture that emphasizes domain‑owned data products, discoverability, interoperability, and global governance to overcome inherent inefficiencies.

Big DataData MeshDomain-Driven Design
0 likes · 6 min read
Why Enterprise Data Architects Should Build Distributed Data Meshes Instead of Large Centralized Platforms
DataFunSummit
DataFunSummit
Apr 8, 2023 · Big Data

DataCake: A Multi‑Cloud Self‑Service Big Data Platform from SHAREit Group

The article introduces DataCake, a cloud‑native, multi‑cloud big data platform built by SHAREit Group that addresses massive data volume, diverse application scenarios, and governance challenges through a Data Mesh‑inspired self‑service architecture, offering unified data management, intelligent governance, and a roadmap for future enhancements.

Big DataData MeshMulti-Cloud
0 likes · 10 min read
DataCake: A Multi‑Cloud Self‑Service Big Data Platform from SHAREit Group
Architects Research Society
Architects Research Society
Jun 30, 2022 · Big Data

Beyond Monolithic Data Lakes: Embracing a Distributed Data Mesh Architecture

The article examines why traditional centralized data lake architectures fail at scale, outlines common failure patterns, and proposes a paradigm shift toward a distributed data mesh that treats domain‑oriented data as a product, leverages self‑service platforms, and aligns engineering, product, and governance practices for modern enterprise data platforms.

Big DataData MeshDomain-Driven Design
0 likes · 33 min read
Beyond Monolithic Data Lakes: Embracing a Distributed Data Mesh Architecture
Architects Research Society
Architects Research Society
Apr 6, 2022 · Big Data

Why Enterprise Data Architects Should Build Distributed Data Meshes Instead of Centralized Data Platforms

Zhamak Dehghani argues that enterprise data architects should replace centralized data warehouses and lakes with a distributed data mesh that leverages domain‑owned data products, addressing scalability, coupling, and ownership failures through a paradigm shift toward self‑serve, discoverable, and interoperable data components.

Big DataData MeshDomain-Driven Design
0 likes · 7 min read
Why Enterprise Data Architects Should Build Distributed Data Meshes Instead of Centralized Data Platforms
Architects Research Society
Architects Research Society
Jul 10, 2021 · Fundamentals

Key Software Architecture Trends for 2020: Micro Frontends, AsyncAPI, Data Mesh, Policy as Code, Serverless, Low‑Code, GraphQL and Ethics

The article surveys the most significant software‑architecture trends of 2020—including micro frontends, AsyncAPI, data mesh, policy‑as‑code, serverless, low‑code platforms, GraphQL, and ethical considerations—highlighting their adoption status, challenges, and the viewpoints of leading industry experts.

Data MeshGraphQLasyncapi
0 likes · 16 min read
Key Software Architecture Trends for 2020: Micro Frontends, AsyncAPI, Data Mesh, Policy as Code, Serverless, Low‑Code, GraphQL and Ethics
Architects Research Society
Architects Research Society
May 9, 2020 · Fundamentals

Key Software Architecture Trends for 2020: Micro Frontends, AsyncAPI, Data Mesh, Policy as Code, Serverless, Low‑Code, and More

The article surveys the most significant software‑architecture trends of 2020—including micro frontends, AsyncAPI, data mesh, policy‑as‑code, serverless, low‑code/no‑code, and GraphQL—highlighting expert opinions, adoption status, and the ethical considerations shaping modern distributed systems.

Data MeshGraphQLasyncapi
0 likes · 14 min read
Key Software Architecture Trends for 2020: Micro Frontends, AsyncAPI, Data Mesh, Policy as Code, Serverless, Low‑Code, and More