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- A data lake is a type of repository that stores data in its natural (or raw) format. Also called “data pools,” data lakes are a feature of object storage, a cloud -based storage system designed to handle large amounts of structured and unstructured data.Learn more:A data lake is a type of repository that stores data in its natural (or raw) format. Also called “data pools,” data lakes are a feature of object storage, a cloud -based storage system designed to handle large amounts of structured and unstructured data.www.cloudflare.com/learning/cloud/what-is-a-data-l…A cloud data lake is a cloud-hosted storage solution for an organization’s data, structured and unstructured and from various sources. A cloud data lake serves as a unified source of truth for an entire organization’s data needs, including analysis and developing insights.www.snowflake.com/guides/cloud-data-lakeA data lake is a repository that stores, processes, and secures large amounts of data. Data lakes help businesses cut costs, manage data, and use AI.cloud.google.com/learn/what-is-a-data-lakeThe cloud data lake is a centralized data store (typically referred to as object storage) that allows for highly scalable data storing capabilities, and high availability for quick access by cloud computing servers or other applications.www.qubole.com/what-is-data-lake
How does a data lake work in the cloud?
- 1. Cloud storage Cloud data lakes use object storage services provided by cloud providers, such as: ...
- 2. Data ingestion Data ingestion is the process of bringing data into the data lake. ...
- 3. Schema-on-read Unlike traditional databases, a cloud data lake follows a “schema-on-read” approach. ...
- 4. Metadata management ...
- 5. Data processing and analytics ...
- 6. Data governance and security ...
- 7. Integration with other cloud services ...
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WEBA data lake is a centralized repository designed to store, process, and secure large amounts of structured, semistructured, and unstructured data. It can store data in its …
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