Vineyard
Open SourceAbout Vineyard
Vineyard is an in-memory data manager for data-intensive analytics. It is a cloud-native in-memory immutable data manager that offers high-level abstractions and zero-copy in-memory sharing for distributed data in big data tasks. It shares immutable data across different systems using shared memory without extra overheads. It defines a metadata-payload separated data model to capture commonalities between sharable objects. It provides common manipulation routines for immutable data as drivers. It provides distributed data sharing in cloud-native environments by embracing cloud-native big data processing.
Used for
- Putting and getting arbitrary objects using Vineyard in a zero-copy way.
- Sharing intermediate data between tasks in Kedro pipelines.
- Sharing large objects between different systems in data preprocessing pipelines in machine learning applications.
- Coordinating the flow of objects and jobs on Kubernetes with the data-aware scheduler plugin.
From Vineyard's own website, read 2026-10-24. How we build listings.
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Quick Facts
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