The Links
Imagine intricate bridges connecting the cathedral to the surrounding landscape. These links connect data across the lake and vault, revealing relationships and context. They allow you to explore how customer orders connect to social media mentions or how sensor readings correlate with product performance.
Advantages: Unlocking deeper insights australia whatsapp number data through cross-domain analysis, enriching the vault with context from the lake, and enabling flexible exploration of data relationships.
Challenges: efficient querying, maintaining consistency between links and their corresponding data elements, and ensuring data security and access control across linked data sources.
The Tools and Techniques
Think of the architects, builders, and caretakers of this data ecosystem. Tools and techniques like ETL/ELT pipelines, data quality tools, data lake management platforms, and Data Vault modeling techniques are crucial in building, maintaining, and utilizing the hybrid architecture.