An Optimal Labeling Scheme for Workflow Provenance Using Skeleton Labels
Summary: Skeleton-based reachability labeling for workflow provenance, leveraging a fixed specification to compactly label arbitrarily large runs with forks and loops. The scheme achieves logarithmic label length, linear-time construction, and constant-time query, validated empirically. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Zhuowei Bao
- 2. Susan B. Davidson
- 3. Sanjeev Khanna
- 4. Sudeepa Roy
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,456 | Production Machine Learning Pipelines: Empirical Analysis and Optimization Opportunities | 2021 | SIGMOD | 8.7649259e-05 |
| 5,374 | A Quest for Beauty and Wealth (or, Business Processes for Database Researchers) | 2011 | PODS | 5.5408029e-05 |
| 6,531 | Labeling Workflow Views with Fine-Grained Dependencies | 2012 | VLDB | 5.0196961e-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 |
| 11,806 | Privacy-Preserving Network Provenance | 2017 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 255 | Efficient Management of Transitive Relationships in Large Data and Knowledge Bases | 1989 | SIGMOD | 0.00030342925 |
| 280 | 3-HOP: A High-Compression Indexing Scheme for Reachability Query | 2009 | SIGMOD | 0.00029092277 |
| 334 | Fast and Practical Indexing and Querying of Very Large Graphs | 2007 | SIGMOD | 0.00027077424 |
| 425 | Stack-based Algorithms for Pattern Matching on DAGs | 2005 | VLDB | 0.00023592024 |
| 784 | Efficiently Answering Reachability Queries on Very Large Directed Graphs | 2008 | SIGMOD | 0.00016648392 |
| 1,763 | Efficient Lineage Tracking For Scientific Workflows | 2008 | SIGMOD | 0.00010626896 |
| 1,864 | Efficient Provenance Storage | 2008 | SIGMOD | 0.00010277171 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,441 | Provenance for Generalized Map and Reduce Workflows | 2011 | CIDR | 0.00011950114 |
| 6,187 | On Provenance Minimization | 2011 | PODS | 5.1611195e-05 |
| 1,864 | Efficient Provenance Storage | 2008 | SIGMOD | 0.00010277171 |
| 2,031 | Putting Lipstick on Pig: Enabling Database-style Workflow Provenance | 2012 | VLDB | 9.7341007e-05 |
| 7,131 | Enabling Privacy in Provenance-Aware Workflow Systems | 2011 | CIDR | 4.8181343e-05 |
| 6,665 | Selective Provenance for Datalog Programs Using Top-K Queries | 2015 | VLDB | 4.9657158e-05 |
| 7,368 | Detecting and Resolving Unsound Workflow Views for Correct Provenance Analysis | 2009 | SIGMOD | 4.7455168e-05 |
| 1,763 | Efficient Lineage Tracking For Scientific Workflows | 2008 | SIGMOD | 0.00010626896 |
| 8,056 | Labeling Recursive Workflow Executions On-the-Fly | 2011 | SIGMOD | 4.5903524e-05 |
| 6,531 | Labeling Workflow Views with Fine-Grained Dependencies | 2012 | VLDB | 5.0196961e-05 |