Data Lake

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A Data Lake is similar to that of a data warehouse, but it allows for the flow and storage of unstructured data sources in addition to the structured data in an enterprise data warehouse or data mart. The idea of a lake is such that water flows from various paths into the reservoir and then flows out.

Functions of a Data Lake

Data Ingestion

  • Tools

Data Storage and Retention

  • Tools

Data Processing

  • Tools

Data Access

  • Tools


Difference from Data Warehouse

Data Swamp

This is when a data lake can become unruly and become a data swamp.


References

Submitted by Tom Nahass