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: 13367
Venue: VLDB
Year: 2024
Pagerank: 4.2565279e-05
Overall Rank: 9,912 | 31.05%
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
6,378	Mitigating the Impedance Mismatch between Prediction Query Execution and Database Engine	2025	SIGMOD	5.0909804e-05
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
10,888	Kishu: Time-Traveling for Computational Notebooks	2025	VLDB	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
761	Materialization Optimizations for Feature Selection Workloads	2014	SIGMOD	0.00017053783
1,427	Towards Scalable Dataframe Systems	2020	VLDB	0.0001204248
1,666	HELIX: Holistic Optimization for Accelerating Iterative Machine Learning	2019	VLDB	0.0001096361
2,129	IDEBench: A Benchmark for Interactive Data Exploration	2020	SIGMOD	9.480002e-05
2,152	MISTIQUE: A System to Store and Query Model Intermediates for Model Diagnosis	2018	SIGMOD	9.4239787e-05
2,251	Vizdom: Interactive Analytics through Pen and Touch	2015	VLDB	9.1986441e-05
2,375	Moneyball: Proactive Auto-Scaling in Microsoft Azure SQL Database Serverless	2022	VLDB	8.9452359e-05
2,463	noWorkflow: a Tool for Collecting, Analyzing, and Managing Provenance from Python Scripts	2017	VLDB	8.7561396e-05
4,774	LIMA: Fine-grained Lineage Tracing and Reuse in Machine Learning Systems	2021	SIGMOD	5.9316087e-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
6,733	Hindsight Logging for Model Training	2021	VLDB	4.9467666e-05
9,378	CHEX: Multiversion Replay with Ordered Checkpoints	2022	VLDB	4.3463396e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
1,121	Albatross: Lightweight Elasticity in Shared Storage Databases for the Cloud using Live Data Migration	2011	VLDB	0.00013856011
7,234	MgCrab: Transaction Crabbing for Live Migration in Deterministic Database Systems	2019	VLDB	4.7941449e-05
13,291	Towards Understanding Data Analysis Workflows using a Large Notebook Corpus	2019	SIGMOD	-
4,802	Resource Elasticity for Large-Scale Machine Learning	2015	SIGMOD	5.9114415e-05
6,053	Optimizing Machine Learning Workloads in Collaborative Environments	2020	SIGMOD	5.2326838e-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
10,434	Demo of Kishu: Time-Traveling for Computational Notebooks	2025	SIGMOD	4.1945683e-05
13,230	Automating State Management in Computational Notebooks	2021	CIDR	-
10,888	Kishu: Time-Traveling for Computational Notebooks	2025	VLDB	4.1945683e-05