Cloud data management is all about the end-to-end process of managing data in the cloud, right from collection to analytics. It includes managing the type, volume and nature of data in a cloud environment. When organisations use public cloud environments for their enterprise data, they need to have a proper strategy since the data is stored in an external data centre. Public clouds are inherently multi-tenant; hence, security and privacy of the data is important. A good data strategy addresses data in transit and data at rest.
Key aspects of data management in the cloud
Data management in the cloud offers the following benefits.
• Collection/Ingestion
- Availability of connectors/APIs that can import data from a variety of sources (databases, files, real-time data, etc). This also includes cleaning the data and handling missing data.
• Integration and transformation
- Ability to map the data and integrate with other data.
• Storage
- Ability to store data in the right format in an efficient manner.
• Retrieval
- Users are able to read/retrieve the data.
• Security
- Ability to process data in a secured manner for both data at rest and data in transit
• Privacy
- Ability to mask sensitive data.
• Backup and recovery
- Ability to provide automated backups and recovery.
• Metadata management
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