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big data governance

4 articles · Page 1 of 1
Smart Sea Tide
Smart Sea Tide
Aug 24, 2026 · Big Data

Big Data Governance Platform: 5-Layer Architecture, 9 Modules & 3-Phase Implementation

This article presents a comprehensive framework for building a big data governance platform, covering a five-layer architecture, nine core governance modules, a three-phase implementation roadmap, organizational structure, success metrics, and industry-specific selection guidance to transform chaotic data into trusted, findable, and controllable assets.

Data QualityImplementation Roadmapbig data governance
0 likes · 10 min read
Big Data Governance Platform: 5-Layer Architecture, 9 Modules & 3-Phase Implementation
Big Data Technology & Architecture
Big Data Technology & Architecture
Jul 24, 2023 · Big Data

Real-time Data Warehouse Governance: Optimization Practices and Technical Enhancements

This article presents a comprehensive overview of the current challenges, platform architecture, governance planning, and technical optimizations—including Flink SQL, Kafka batch processing, and partitioned stream tables—used to improve resource efficiency, stability, and scalability of a large‑scale real‑time data warehouse.

Flink optimizationKafka batchReal-time Data Warehouse
0 likes · 25 min read
Real-time Data Warehouse Governance: Optimization Practices and Technical Enhancements
DataFunTalk
DataFunTalk
Jul 22, 2023 · Big Data

Optimization Practices for Real-Time Data Warehouse Governance at NetEase Cloud Music

This article details the current challenges, governance motivations, architectural design, and technical optimizations—including Flink SQL tuning, Kafka batch improvements, partitioned stream tables, containerization, and automated governance—implemented to enhance the efficiency, stability, and cost-effectiveness of NetEase Cloud Music's real-time data warehouse platform.

ContainerizationFlink optimizationKafka batch
0 likes · 23 min read
Optimization Practices for Real-Time Data Warehouse Governance at NetEase Cloud Music