Cleaning Timestamps with Temporal Constraints
Summary: Repairing dirty timestamps under temporal constraints for reliable provenance and queries. Identifies a compact candidate set guaranteeing an optimal repair, with pruning-based algorithms, and shows superior performance on real data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Shaoxu Song (Tsinghua University)
- 2. Yue Cao (Tsinghua University)
- 3. Jianmin Wang (Tsinghua University)
BibTeX Citation
@article{song_vldb16,
title = {{Cleaning Timestamps with Temporal Constraints}},
author = {Song, Shaoxu and Cao, Yue and Wang, Jianmin},
journal = {PVLDB},
series = {{VLDB} '16},
volume = {9},
number = {10},
pages = {708--719},
doi = {10.14778/2977797.2977798},
url = {https://doi.org/10.14778/2977797.2977798},
year = {2016}
}Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,784 | The Best of Both Worlds: On Repairing Timestamps and Attribute Values for Multivariate Time Series | 2025 | SIGMOD | 5.093636e-05 |
| 11,381 | Grouping Time Series for Efficient Columnar Storage | 2023 | SIGMOD | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 185 | A Cost-Based Model and Effective Heuristic for Repairing Constraints by Value Modification | 2005 | SIGMOD | 0.00026231189 |
| 376 | Discovering Denial Constraints | 2013 | VLDB | 0.00019677674 |
| 494 | Dependencies Revisited for Improving Data Quality | 2008 | PODS | 0.00017526549 |
| 565 | Efficient Pattern Matching over Event Streams | 2008 | SIGMOD | 0.00016445548 |
| 661 | Don’t be SCAREd: Use SCalable Automatic REpairing with Maximal Likelihood and Bounded Changes | 2013 | SIGMOD | 0.0001519162 |
| 899 | Consistent Streaming Through Time: A Vision for Event Stream Processing | 2007 | CIDR | 0.00013337792 |
| 5,776 | Recognizing Patterns in Streams with Imprecise Timestamps | 2010 | VLDB | 6.0920784e-05 |
| 6,186 | SCREEN: Stream Data Cleaning under Speed Constraints | 2015 | SIGMOD | 5.9487817e-05 |
| 7,416 | Detecting and Resolving Unsound Workflow Views for Correct Provenance Analysis | 2009 | SIGMOD | 5.6237046e-05 |
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