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Distributed Data Warehouse

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DataFunSummit
DataFunSummit
Nov 19, 2024 · Databases

From DIKW to Distributed Data Warebase: Evolution of Data Systems and AI‑Driven Architecture

The article traces the progression from the human DIKW information hierarchy to its computer‑world counterpart, illustrates how a homestay platform’s data architecture evolves through relational, NoSQL, search, and data‑warehouse layers, and introduces the next‑generation distributed Data Warebase that unifies structured, semi‑structured, and vectorized knowledge to meet modern AI‑driven business demands.

AIDIKW ModelDatabase Systems
0 likes · 26 min read
From DIKW to Distributed Data Warebase: Evolution of Data Systems and AI‑Driven Architecture
DataFunTalk
DataFunTalk
Jul 17, 2024 · Databases

From DIKW to Distributed Data Warebase: Letting Data Emerge as Intelligence

This article explores the DIKW hierarchy, explains how data evolves into information, knowledge, and wisdom, examines traditional data models and products, critiques existing multi‑system architectures, and proposes a new distributed Data Warebase that unifies structured, semi‑structured, and vectorized knowledge to enable intelligent data-driven applications.

DIKWData SystemsDistributed Data Warehouse
0 likes · 24 min read
From DIKW to Distributed Data Warebase: Letting Data Emerge as Intelligence