Principles of dataset versioning

Author:

Bhattacherjee Souvik1,Chavan Amit1,Huang Silu2,Deshpande Amol1,Parameswaran Aditya2

Affiliation:

1. University of Maryland, College Park

2. University of Illinois, Urbana-Champaign

Publisher

VLDB Endowment

Subject

General Earth and Planetary Sciences,Water Science and Technology,Geography, Planning and Development

Cited by 47 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Optimizing data regeneration and storage with data dependency for cloud scientific workflow systems;Expert Systems with Applications;2024-03

2. R2D2: Reducing Redundancy and Duplication in Data Lakes;Proceedings of the ACM on Management of Data;2023-12-08

3. OneProvenance: Efficient Extraction of Dynamic Coarse-Grained Provenance from Database Query Event Logs;Proceedings of the VLDB Endowment;2023-08

4. DyVer: Dynamic Version Handling for Array Databases;Proceedings of the 37th International Conference on Supercomputing;2023-06-21

5. Transactional Python for Durable Machine Learning: Vision, Challenges, and Feasibility;Proceedings of the Seventh Workshop on Data Management for End-to-End Machine Learning;2023-06-18

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