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FineDataLink

3 articles · Page 1 of 1
Data Integration and Governance
Data Integration and Governance
Apr 28, 2026 · Big Data

Data Warehouse, Data Lake, Data Middle Platform, Lake‑Warehouse Integration: Key Differences

This article systematically explains the definitions, architectures, advantages, disadvantages, and evolution of data warehouses, big‑data platforms, data lakes, data middle platforms, and lake‑warehouse integration, helping practitioners choose the right terminology and technology for their projects.

Big Data PlatformData ArchitectureData Middle Platform
0 likes · 12 min read
Data Warehouse, Data Lake, Data Middle Platform, Lake‑Warehouse Integration: Key Differences
Data Integration and Governance
Data Integration and Governance
Jan 20, 2026 · Big Data

Why Spark Isn't Enough: When to Use Other Tools in Your Data Projects

Although Spark excels at large‑scale, complex computations and offers high‑level APIs like DataFrame and SQL, real‑world projects often require additional tools for data ingestion, task scheduling, and simple streaming, so combining Spark with a data‑integration platform such as FineDataLink yields a more efficient and maintainable pipeline.

Data PipelineFineDataLinkSpark
0 likes · 9 min read
Why Spark Isn't Enough: When to Use Other Tools in Your Data Projects
Data Integration and Governance
Data Integration and Governance
Jan 19, 2026 · Big Data

Is Kettle Still Viable? Why Large Enterprises Are Switching to Domestic Data Integration Tools

The article examines Kettle's historical strengths, outlines the growing pains large companies face with its batch‑oriented, file‑based workflow, and evaluates FineDataLink as a domestic alternative that offers real‑time sync, simplified configuration, and better collaboration, while also weighing its costs and migration effort.

ETLFineDataLinkKettle
0 likes · 10 min read
Is Kettle Still Viable? Why Large Enterprises Are Switching to Domestic Data Integration Tools