Kishu: Time-Traveling for Computational Notebooks

Summary: Kishu provides time-travel for computational notebooks via fault-tolerant, incremental checkpoints at a novel co-variable granularity that preserves complex inter-variable dependencies across many data-science object classes. It computes state diffs to perform incremental checkouts with sub-second latency and minimal loading, cutting checkpoint size and restore time up to 4.55x and 9.02x. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 14252
Venue: VLDB
Year: 2025
Pagerank: 4.1945683e-05
Overall Rank: 10,888 | 24.26%
DOI: 10.14778/3717755.3717759

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 3 of 3 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
10,286	QStore: Quantization-Aware Compressed Model Storage	2026	VLDB	4.1945683e-05
10,302	Chipmink: Efficient Delta Identification for Massive Object Graphs	2026	VLDB	4.1945683e-05
10,434	Demo of Kishu: Time-Traveling for Computational Notebooks	2025	SIGMOD	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 14 of 14 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
156	Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases	2017	SIGMOD	0.00040504295
1,842	Write-Behind Logging	2017	VLDB	0.00010345337
2,129	IDEBench: A Benchmark for Interactive Data Exploration	2020	SIGMOD	9.480002e-05
2,251	Vizdom: Interactive Analytics through Pen and Touch	2015	VLDB	9.1986441e-05
3,374	Constant Time Recovery in Azure SQL Database	2019	VLDB	7.1635315e-05
3,393	Lux: Always-on Visualization Recommendations for Exploratory Dataframe Workflows	2022	VLDB	7.1483239e-05
4,426	Data Debugging and Exploration with Vizier	2019	SIGMOD	6.1969994e-05
5,271	ORPHEUSDB: A Lightweight Approach to Relational Dataset Versioning	2017	SIGMOD	5.5941385e-05
5,288	Bolt-on, Compact, and Rapid Program Slicing for Notebooks	2022	VLDB	5.5836876e-05
6,295	Your notebook is not crumby enough, REPLace it	2020	CIDR	5.1249204e-05
6,409	Fine-Grained Lineage for Safer Notebook Interactions	2021	VLDB	5.0756653e-05
9,095	AirIndex: Versatile Index Tuning Through Data and Storage	2023	SIGMOD	4.3975034e-05
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

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Overall Rank	Paper	Year	Venue	Pagerank
4,595	Juneau: Data Lake Management for Jupyter	2019	VLDB	6.060188e-05
6,981	Dataset Relationship Management	2019	CIDR	4.8743957e-05
9,378	CHEX: Multiversion Replay with Ordered Checkpoints	2022	VLDB	4.3463396e-05
10,883	IcedTea: Efficient and Responsive Time-Travel Debugging in Dataflow Systems	2025	VLDB	4.1945683e-05
10,302	Chipmink: Efficient Delta Identification for Massive Object Graphs	2026	VLDB	4.1945683e-05
5,288	Bolt-on, Compact, and Rapid Program Slicing for Notebooks	2022	VLDB	5.5836876e-05
6,409	Fine-Grained Lineage for Safer Notebook Interactions	2021	VLDB	5.0756653e-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
10,434	Demo of Kishu: Time-Traveling for Computational Notebooks	2025	SIGMOD	4.1945683e-05