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Bolt-on, Compact, and Rapid Program Slicing for Notebooks

Summary: nbslicer is a portable, switchable dynamic slicer for notebook data lineage, resolving runtime dependencies to produce accurate backward and forward cell slices. On 374 sessions, it reduced slice size by 66% and 54%, respectively, versus static slicing. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
13101
Venue
VLDB
Year
2022
Pagerank
6.0875411e-05
Overall Rank
5,788 | 60.30%
DOI
10.14778/3565838.3565855

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{shankar_vldb22,
        title = {{Bolt-on, Compact, and Rapid Program Slicing for Notebooks}},
        author = {Shankar, Shreya and Macke, Stephen and Chasins, Sarah and Head, Andrew and Parameswaran, Aditya},
        journal = {PVLDB},
        series = {{VLDB} '22},
        volume = {15},
        number = {13},
        pages = {4038--4047},
        doi = {10.14778/3565838.3565855},
        url = {https://doi.org/10.14778/3565838.3565855},
        year = {2022}
}

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank Citing Paper Year Venue Pagerank
10,075 ElasticNotebook: Enabling Live Migration for Computational Notebooks 2024 VLDB 5.1613298e-05
10,715 Demo of Kishu: Time-Traveling for Computational Notebooks 2025 SIGMOD 5.093636e-05
11,111 Kishu: Time-Traveling for Computational Notebooks 2025 VLDB 5.093636e-05
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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.

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