Baidu Intelligent Cloud Tech Hub

Jun 30, 2022 · Big Data

Why Data Lakes Need Data Warehouses: Evolution of Modern Data Platforms

This article traces the evolution of enterprise data platforms—from early data warehouses to modern data lakes and the emerging lakehouse—detailing key technologies, challenges, and best practices for storage, compute engines, metadata, and integration, while highlighting how cloud-native object storage reshapes scalability and cost.