Bolt-on, Compact, and Rapid Program Slicing for Notebooks
Summary: We present nbslicer, a bolt-on dynamic slicer for notebooks that resolves data dependencies and is switchable to cut overhead. It yields accurate backward and forward slices (66%/54% smaller vs static), boosting reproducibility and faster re-execution. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Shreya Shankar
- 2. Stephen Macke
- 3. Sarah Chasins
- 4. Andrew Head
- 5. Aditya Parameswaran
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,912 | ElasticNotebook: Enabling Live Migration for Computational Notebooks | 2024 | VLDB | 4.2565279e-05 |
| 10,434 | Demo of Kishu: Time-Traveling for Computational Notebooks | 2025 | SIGMOD | 4.1945683e-05 |
| 10,888 | Kishu: Time-Traveling for Computational Notebooks | 2025 | VLDB | 4.1945683e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 923 | Provenance and Scientific Workflows: Challenges and Opportunities | 2008 | SIGMOD | 0.0001527609 |
| 2,463 | noWorkflow: a Tool for Collecting, Analyzing, and Managing Provenance from Python Scripts | 2017 | VLDB | 8.7561396e-05 |
| 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 |
|---|---|---|---|---|
| 9,911 | Dias: Dynamic Rewriting of Pandas Code | 2024 | SIGMOD | 4.2565279e-05 |
| 3,252 | Auto-Suggest: Learning-to-Recommend Data Preparation Steps Using Data Science Notebooks | 2020 | SIGMOD | 7.3178277e-05 |
| 6,295 | Your notebook is not crumby enough, REPLace it | 2020 | CIDR | 5.1249204e-05 |
| 1,940 | SliceLine: Fast, Linear-Algebra-based Slice Finding for ML Model Debugging | 2021 | SIGMOD | 0.00010020173 |
| 10,434 | Demo of Kishu: Time-Traveling for Computational Notebooks | 2025 | SIGMOD | 4.1945683e-05 |
| 13,291 | Towards Understanding Data Analysis Workflows using a Large Notebook Corpus | 2019 | SIGMOD | - |
| 10,888 | Kishu: Time-Traveling for Computational Notebooks | 2025 | VLDB | 4.1945683e-05 |
| 13,230 | Automating State Management in Computational Notebooks | 2021 | CIDR | - |
| 9,912 | ElasticNotebook: Enabling Live Migration for Computational Notebooks | 2024 | VLDB | 4.2565279e-05 |
| 6,409 | Fine-Grained Lineage for Safer Notebook Interactions | 2021 | VLDB | 5.0756653e-05 |