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
- 2. Gustavo Alonso
Incoming Citations (Sorted by Pagerank)
Showing 11 of 11 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 691 | Human-Assisted Graph Search: It’s Okay to Ask Questions | 2011 | VLDB | 0.00018068414 |
| 1,441 | Provenance for Generalized Map and Reduce Workflows | 2011 | CIDR | 0.00011950114 |
| 2,030 | Titian: Data Provenance Support in Spark | 2016 | VLDB | 9.734332e-05 |
| 5,816 | An Optimal Labeling Scheme for Workflow Provenance Using Skeleton Labels | 2010 | SIGMOD | 5.3158435e-05 |
| 6,525 | Database Technology for the Masses: Sub-Operators as First-Class Entities | 2021 | VLDB | 5.0223854e-05 |
| 6,531 | Labeling Workflow Views with Fine-Grained Dependencies | 2012 | VLDB | 5.0196961e-05 |
| 7,368 | Detecting and Resolving Unsound Workflow Views for Correct Provenance Analysis | 2009 | SIGMOD | 4.7455168e-05 |
| 7,562 | Efficient Recovery of Missing Events | 2013 | VLDB | 4.7057229e-05 |
| 8,056 | Labeling Recursive Workflow Executions On-the-Fly | 2011 | SIGMOD | 4.5903524e-05 |
| 10,429 | Unified Lineage System: Tracking Data Provenance at Scale | 2025 | SIGMOD | 4.1905499e-05 |
| 12,290 | Searching Workflows with Hierarchical Views | 2010 | VLDB | 4.1905499e-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 |
|---|---|---|---|---|
| 300 | Trio: A System for Data, Uncertainty, and Lineage | 2006 | VLDB | 0.00028503742 |
| 561 | An Annotation Management System for Relational Databases | 2004 | VLDB | 0.00020099434 |
| 1,149 | A Comprehensive XQuery to SQL Translation using Dynamic Interval Encoding | 2003 | SIGMOD | 0.00013649094 |
| 2,610 | GridDB: A Data-Centric Overlay for Scientific Grids | 2004 | VLDB | 8.4575818e-05 |
| 5,205 | Efficient Exploration of Large Scientific Databases | 2002 | VLDB | 5.6262748e-05 |
| 12,629 | Scientific Data Repositories - Designing for a Moving Target | 2003 | SIGMOD | 4.1905499e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,429 | Unified Lineage System: Tracking Data Provenance at Scale | 2025 | SIGMOD | 4.1905499e-05 |
| 7,131 | Enabling Privacy in Provenance-Aware Workflow Systems | 2011 | CIDR | 4.8181343e-05 |
| 3,158 | Fine-Grained, Secure and Efficient Data Provenance on Blockchain Systems | 2019 | VLDB | 7.466958e-05 |
| 1,441 | Provenance for Generalized Map and Reduce Workflows | 2011 | CIDR | 0.00011950114 |
| 1,864 | Efficient Provenance Storage | 2008 | SIGMOD | 0.00010277171 |
| 593 | Lineage Tracing for General Data Warehouse Transformations | 2001 | VLDB | 0.0001952223 |
| 921 | Provenance and Scientific Workflows: Challenges and Opportunities | 2008 | SIGMOD | 0.00015261463 |
| 6,531 | Labeling Workflow Views with Fine-Grained Dependencies | 2012 | VLDB | 5.0196961e-05 |
| 5,854 | Tracing Lineage Beyond Relational Operators | 2007 | VLDB | 5.2982313e-05 |
| 5,816 | An Optimal Labeling Scheme for Workflow Provenance Using Skeleton Labels | 2010 | SIGMOD | 5.3158435e-05 |