Efficient Lineage Tracking For Scientific Workflows
Summary: Introduces an interval-based, space- and query-efficient representation for data lineage graphs from scientific workflows, avoiding recursive storage. Transforms any workflow processes into compact dependency graphs and offers analysis plus evaluation. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Thomas Heinis (ETH Zurich)
- 2. Gustavo Alonso (ETH Zurich)
BibTeX Citation
@inproceedings{heinis_sigmod08,
title = {{Efficient Lineage Tracking For Scientific Workflows}},
author = {Heinis, Thomas and Alonso, Gustavo},
series = {{SIGMOD} '08},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/1376616.1376716},
url = {https://dl.acm.org/doi/10.1145/1376616.1376716},
year = {2008}
}Incoming Citations (Sorted by Pagerank)
Showing 11 of 11 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 788 | Human-Assisted Graph Search: It’s Okay to Ask Questions | 2011 | VLDB | 0.00013946699 |
| 1,393 | Provenance for Generalized Map and Reduce Workflows | 2011 | CIDR | 0.00010784123 |
| 1,562 | Titian: Data Provenance Support in Spark | 2016 | VLDB | 0.00010192248 |
| 5,748 | An Optimal Labeling Scheme for Workflow Provenance Using Skeleton Labels | 2010 | SIGMOD | 5.9914851e-05 |
| 5,787 | Database Technology for the Masses: Sub-Operators as First-Class Entities | 2021 | VLDB | 5.9768075e-05 |
| 7,259 | Labeling Workflow Views with Fine-Grained Dependencies | 2012 | VLDB | 5.5575036e-05 |
| 7,575 | Detecting and Resolving Unsound Workflow Views for Correct Provenance Analysis | 2009 | SIGMOD | 5.4768074e-05 |
| 8,190 | Efficient Recovery of Missing Events | 2013 | VLDB | 5.3649295e-05 |
| 8,216 | Labeling Recursive Workflow Executions On-the-Fly | 2011 | SIGMOD | 5.3600428e-05 |
| 11,203 | Unified Lineage System: Tracking Data Provenance at Scale | 2025 | SIGMOD | 4.9605343e-05 |
| 12,817 | Searching Workflows with Hierarchical Views | 2010 | VLDB | 4.9605343e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 340 | Trio: A System for Data, Uncertainty, and Lineage | 2006 | VLDB | 0.00020548826 |
| 529 | An Annotation Management System for Relational Databases | 2004 | VLDB | 0.00016834919 |
| 1,243 | A Comprehensive XQuery to SQL Translation using Dynamic Interval Encoding | 2003 | SIGMOD | 0.00011363056 |
| 3,526 | GridDB: A Data-Centric Overlay for Scientific Grids | 2004 | VLDB | 7.2154696e-05 |
| 5,913 | Efficient Exploration of Large Scientific Databases | 2002 | VLDB | 5.9328544e-05 |
| 13,150 | Scientific Data Repositories - Designing for a Moving Target | 2003 | SIGMOD | 4.9605343e-05 |
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Semantically Similar Papers
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|---|---|---|---|---|
| 1 | 7,385 | Enabling Privacy in Provenance-Aware Workflow Systems | 2011 | CIDR |
| 2 | 2,845 | Fine-Grained, Secure and Efficient Data Provenance on Blockchain Systems | 2019 | VLDB |
| 3 | 1,393 | Provenance for Generalized Map and Reduce Workflows | 2011 | CIDR |
| 4 | 1,621 | Efficient Provenance Storage | 2008 | SIGMOD |
| 5 | 592 | Lineage Tracing for General Data Warehouse Transformations | 2001 | VLDB |
| 6 | 949 | Provenance and Scientific Workflows: Challenges and Opportunities | 2008 | SIGMOD |
| 7 | 7,259 | Labeling Workflow Views with Fine-Grained Dependencies | 2012 | VLDB |
| 8 | 10,899 | Toward Temporal Attribution Analytics in Dataflows | 2026 | VLDB |
| 9 | 6,453 | Tracing Lineage Beyond Relational Operators | 2007 | VLDB |
| 10 | 5,748 | An Optimal Labeling Scheme for Workflow Provenance Using Skeleton Labels | 2010 | SIGMOD |