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Decibel: The Relational Dataset Branching System

Summary: Relational dataset branching with built-in version control enables concurrent analysis and provenance tracking. Evaluates three versioned storage engines for fast queries and low storage, plus an exhaustive benchmark for future design. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
11352
Venue
VLDB
Year
2016
Pagerank
8.8330417e-05
Overall Rank
2,430 | 83.10%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 18 of 18 citing papers.

Rank Citing Paper Year Venue Pagerank
1,277 The Data Civilizer System 2017 CIDR 0.00012879695
2,037 OrpheusDB: Bolt-on Versioning for Relational Databases 2017 VLDB 9.7120139e-05
2,152 MISTIQUE: A System to Store and Query Model Intermediates for Model Diagnosis 2018 SIGMOD 9.4239787e-05
2,269 Ground: A Data Context Service 2017 CIDR 9.147379e-05
2,972 ForkBase: An Efficient Storage Engine for Blockchain and Forkable Applications 2018 VLDB 7.79259e-05
4,003 Data Platform for Machine Learning 2019 SIGMOD 6.54347e-05
5,086 Improving Reproducibility of Data Science Pipelines through Transparent Provenance Capture 2020 VLDB 5.7078462e-05
5,271 ORPHEUSDB: A Lightweight Approach to Relational Dataset Versioning 2017 SIGMOD 5.5941385e-05
5,684 Dagger: A Data (not code) Debugger 2020 CIDR 5.3720749e-05
6,295 Your notebook is not crumby enough, REPLace it 2020 CIDR 5.1249204e-05
6,733 Hindsight Logging for Model Training 2021 VLDB 4.9467666e-05
6,891 Analysis of Indexing Structures for Immutable Data 2020 SIGMOD 4.8927093e-05
7,254 DEX: Query Execution in a Delta-based Storage System 2017 SIGMOD 4.7885915e-05
7,994 TardisDB: Extending SQL to Support Versioning 2021 SIGMOD 4.61099e-05
9,076 DataDiff: User-Interpretable Data Transformation Summaries for Collaborative Data Analysis 2018 SIGMOD 4.401804e-05
9,792 Optimizing Time Series Queries with Versions 2024 SIGMOD 4.2818172e-05
10,335 Generic Version Control: Configurable Versioning for Application-Specific Requirements 2025 CIDR 4.1945683e-05
10,585 Vive la Différence: Practical Diff Testing of Stateful Applications 2025 VLDB 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

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