ElasticNotebook: Enabling Live Migration for Computational Notebooks

Summary: ElasticNotebook provides live migration of computational notebooks via transparent monitoring that records variable–cell dependencies and runtime/size metadata to enable platform‑independent checkpointing. A graph-optimization selects a minimal set of variables to transfer and an efficient reconstruction plan, yielding 85–99% faster migration/restoration with <2.5% runtime and <10% memory overhead. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 13368
Venue: VLDB
Year: 2024
Pagerank: 4.2524493e-05
Overall Rank: 9,911 | 31.12%
DOI: 10.14778/3626292.3626296

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 5 of 5 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
6,377	Mitigating the Impedance Mismatch between Prediction Query Execution and Database Engine	2025	SIGMOD	5.0860948e-05
10,298	QStore: Quantization-Aware Compressed Model Storage	2026	VLDB	4.1905499e-05
10,314	Chipmink: Efficient Delta Identification for Massive Object Graphs	2026	VLDB	4.1905499e-05
10,444	Demo of Kishu: Time-Traveling for Computational Notebooks	2025	SIGMOD	4.1905499e-05
10,892	Kishu: Time-Traveling for Computational Notebooks	2025	VLDB	4.1905499e-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	0.00040580118
758	Materialization Optimizations for Feature Selection Workloads	2014	SIGMOD	0.00017053915
1,427	Towards Scalable Dataframe Systems	2020	VLDB	0.00012033503
1,666	HELIX: Holistic Optimization for Accelerating Iterative Machine Learning	2019	VLDB	0.00010955907
2,126	IDEBench: A Benchmark for Interactive Data Exploration	2020	SIGMOD	9.4814404e-05
2,157	MISTIQUE: A System to Store and Query Model Intermediates for Model Diagnosis	2018	SIGMOD	9.4153917e-05
2,253	Vizdom: Interactive Analytics through Pen and Touch	2015	VLDB	9.1886315e-05
2,376	Moneyball: Proactive Auto-Scaling in Microsoft Azure SQL Database Serverless	2022	VLDB	8.9367999e-05
2,462	noWorkflow: a Tool for Collecting, Analyzing, and Managing Provenance from Python Scripts	2017	VLDB	8.7477473e-05
4,779	LIMA: Fine-grained Lineage Tracing and Reuse in Machine Learning Systems	2021	SIGMOD	5.9259373e-05
5,293	Bolt-on, Compact, and Rapid Program Slicing for Notebooks	2022	VLDB	5.5783254e-05
6,405	Fine-Grained Lineage for Safer Notebook Interactions	2021	VLDB	5.0707934e-05
6,735	Hindsight Logging for Model Training	2021	VLDB	4.9420202e-05
9,386	CHEX: Multiversion Replay with Ordered Checkpoints	2022	VLDB	4.3421744e-05

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13,304	Towards Understanding Data Analysis Workflows using a Large Notebook Corpus	2019	SIGMOD	-
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10,444	Demo of Kishu: Time-Traveling for Computational Notebooks	2025	SIGMOD	4.1905499e-05
13,243	Automating State Management in Computational Notebooks	2021	CIDR	-
10,892	Kishu: Time-Traveling for Computational Notebooks	2025	VLDB	4.1905499e-05