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Data Integration: Approaches, Techniques, Tools, and Best Practices for Implementation

AltexSoft

For this reason, there are various types of data integration. The key ones are data consolidation, data virtualization, and data replication. These types define the underlying principles of integrating data. Data consolidation. How data consolidation works.

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Data Pipeline- Definition, Architecture, Examples, and Use Cases

ProjectPro

A pipeline may include filtering, normalizing, and data consolidation to provide desired data. In broader terms, two types of data -- structured and unstructured data -- flow through a data pipeline. In most cases, data is synchronized in real-time at scheduled intervals.