Implementating a Real-Time Data Warehouse with Flink

Overview

Development Path

Construction Methods

Topic-Oriented

Multi-Dimensional Analysis-Oriented

Anti-NF Data Model-Oriented

Architecture Evolution

Offline Big Data Architecture

Lambda Architecture

Problems with Lambda Architecture

Kappa Architecture

Reprocessing Procedure of Kappa Architecture

Comparison: Lambda vs. Kappa

Application

Overall Design

Data Model

Data Assurance

Comparison: Real-Time vs. Offline Data Warehouses

Original Source:

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