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Data Lakes

A data lake is a central location that holds a large amount of data in its native, raw format. Compared to a hierarchical data warehouse, which stores data in files or folders, a data lake uses a flat architecture and object storage to store the data.‍ Object storage stores data with metadata tags and a unique identifier, which makes it easier to locate and retrieve data across regions, and improves performance. By leveraging inexpensive object storage and open formats, data lakes enable many applications to take advantage of the data.

Categories

  • Lakehouse
  • DuckLake - 통합 데이터 레이크 및 카탈로그 포맷
  • LakeDB
  • Rill - 데이터 레이크에서 대시보드까지의 시간을 단축하는 데 최적화된 BI 도구

See also

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