Dec 26, 2021 · Big Data

Understanding Data Lakes: Concepts, Architecture, Vendor Solutions, and Implementation Practices

This comprehensive article explains what a data lake is, its core characteristics, reference architecture, major cloud vendor implementations, typical use cases such as advertising and gaming, step‑by‑step construction guidance, and future trends in cloud‑native big‑data platforms.

Data ArchitectureData LakeData Management

0 likes · 51 min read

Understanding Data Lakes: Concepts, Architecture, Vendor Solutions, and Implementation Practices

Big Data Technology Architecture

Jun 7, 2020 · Big Data

Comprehensive Overview of Data Lake Concepts, Architectures, Vendor Solutions, and Use Cases

This article provides an in‑depth, English‑language overview of data lakes, covering their definition, core characteristics, reference architectures, major cloud‑vendor implementations (AWS, Huawei, Alibaba Cloud, Azure), typical industry applications such as advertising and gaming, as well as practical guidance on building and evolving a data lake in a cloud‑native, big‑data environment.

AnalyticsData ArchitectureLakehouse

0 likes · 50 min read

Comprehensive Overview of Data Lake Concepts, Architectures, Vendor Solutions, and Use Cases