Putting Lipstick on Pig: Enabling Database-style Workflow Provenance
Summary: Lipstick unifies database- and workflow-style provenance by exposing modules through Pig Latin, capturing fine-grained input dependencies and evolving internal state beyond black-box models. Compact invocation-centric graphs enable ZoomIn/ZoomOut queries and what-if analysis, with feasibility demonstrated in Lipstick. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yael Amsterdamer (Tel Aviv University)
- 2. Susan B. Davidson (University of Pennsylvania)
- 3. Daniel Deutch (Ben Gurion University)
- 4. Tova Milo (Tel Aviv University)
- 5. Julia Stoyanovich (University of Pennsylvania)
- 6. Val Tannen (University of Pennsylvania)
BibTeX Citation
@article{amsterdamer_vldb12,
title = {{Putting Lipstick on Pig: Enabling Database-style Workflow Provenance}},
author = {Amsterdamer, Yael and Davidson, Susan B. and Deutch, Daniel and Milo, Tova and Stoyanovich, Julia and Tannen, Val},
journal = {PVLDB},
series = {{VLDB} '12},
volume = {5},
number = {4},
pages = {346--357},
doi = {10.14778/2095686.2095693},
url = {https://doi.org/10.14778/2095686.2095693},
year = {2012}
}Incoming Citations (Sorted by Pagerank)
Showing 25 of 25 citing papers.
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6 | Pig Latin: A Not-So-Foreign Language for Data Processing | 2008 | SIGMOD | 0.0010515896 |
| 17 | Provenance Semirings | 2007 | PODS | 0.00059813669 |
| 811 | Provenance for Aggregate Queries | 2011 | PODS | 0.00013746145 |
| 943 | Provenance and Scientific Workflows: Challenges and Opportunities | 2008 | SIGMOD | 0.00012939577 |
| 1,389 | Provenance for Generalized Map and Reduce Workflows | 2011 | CIDR | 0.00010818511 |
| 1,554 | Update Exchange with Mappings and Provenance | 2007 | VLDB | 0.00010265583 |
| 1,827 | Querying Data Provenance | 2010 | SIGMOD | 9.5518797e-05 |
| 5,607 | Ibis: A Provenance Manager for Multi-Layer Systems | 2011 | CIDR | 6.0667072e-05 |
| 5,612 | Annotated XML: Queries and Provenance | 2008 | PODS | 6.0656179e-05 |
| 9,274 | Zoom*UserViews: Querying Relevant Provenance in Workflow Systems | 2007 | VLDB | 5.2032182e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 10,888 | Computing Why-Provenance for Property Graph Queries | 2026 | VLDB |
| 2 | 7,214 | Capturing and Querying Fine-grained Provenance of Preprocessing Pipelines in Data Science | 2021 | VLDB |
| 3 | 943 | Provenance and Scientific Workflows: Challenges and Opportunities | 2008 | SIGMOD |
| 4 | 10,838 | Toward Temporal Attribution Analytics in Dataflows | 2026 | VLDB |
| 5 | 5,749 | An Optimal Labeling Scheme for Workflow Provenance Using Skeleton Labels | 2010 | SIGMOD |
| 6 | 7,240 | Labeling Workflow Views with Fine-Grained Dependencies | 2012 | VLDB |
| 7 | 7,366 | Enabling Privacy in Provenance-Aware Workflow Systems | 2011 | CIDR |
| 8 | 1,389 | Provenance for Generalized Map and Reduce Workflows | 2011 | CIDR |
| 9 | 12,509 | A Provenance Framework for Data-Dependent Process Analysis | 2014 | VLDB |
| 10 | 1,914 | Efficient Lineage Tracking For Scientific Workflows | 2008 | SIGMOD |