Automating State Management in Computational Notebooks
Summary: Automates management of implicit mutable state in Jupyter notebooks to enable reproducible, order-independent execution and tighter interactive feedback. Uses provenance tracking, cell-dependency analysis, and automated checkpoints/rollback to reconcile exploration with correctness. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 1 of 1 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,409 | Fine-Grained Lineage for Safer Notebook Interactions | 2021 | VLDB | 5.0756653e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,434 | Demo of Kishu: Time-Traveling for Computational Notebooks | 2025 | SIGMOD | 4.1945683e-05 |
| 6,981 | Dataset Relationship Management | 2019 | CIDR | 4.8743957e-05 |
| 5,288 | Bolt-on, Compact, and Rapid Program Slicing for Notebooks | 2022 | VLDB | 5.5836876e-05 |
| 10,888 | Kishu: Time-Traveling for Computational Notebooks | 2025 | VLDB | 4.1945683e-05 |
| 1,644 | Finding Related Tables in Data Lakes for Interactive Data Science | 2020 | SIGMOD | 0.00011041787 |
| 4,595 | Juneau: Data Lake Management for Jupyter | 2019 | VLDB | 6.060188e-05 |
| 3,252 | Auto-Suggest: Learning-to-Recommend Data Preparation Steps Using Data Science Notebooks | 2020 | SIGMOD | 7.3178277e-05 |
| 13,291 | Towards Understanding Data Analysis Workflows using a Large Notebook Corpus | 2019 | SIGMOD | - |
| 6,409 | Fine-Grained Lineage for Safer Notebook Interactions | 2021 | VLDB | 5.0756653e-05 |
| 9,912 | ElasticNotebook: Enabling Live Migration for Computational Notebooks | 2024 | VLDB | 4.2565279e-05 |