Toward Temporal Attribution Analytics in Dataflows
Summary: Introduces temporal attribution, a lightweight alternative to tuple-level provenance for scalable, time-focused dependency analysis in streaming dataflows. Models quantified operator exchanges via Temporal Interaction Networks, distinguishing discrete/liquid data and enabling five query types with state-based indexing. (summarized by gpt-5.6-luna on Aug 28 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Chrysanthi Kosyfaki (Hong Kong University of Science and Technology)
- 2. Ruiyuan Zhang (Hong Kong Generative Artificial Intelligence Research and Development Center)
- 3. Nikos Mamoulis (University of Ioannina)
- 4. Xiaofang Zhou (Hong Kong University of Science and Technology)
BibTeX Citation
@article{kosyfaki_vldb26,
title = {{Toward Temporal Attribution Analytics in Dataflows}},
author = {Kosyfaki, Chrysanthi and Zhang, Ruiyuan and Mamoulis, Nikos and Zhou, Xiaofang},
journal = {PVLDB},
series = {{VLDB} '26},
volume = {19},
number = {10},
pages = {2831--2838},
doi = {10.14778/3828612.3828635},
url = {https://doi.org/10.14778/3828612.3828635},
year = {2026}
}Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 29 of 29 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 12,166 | Ursprung: Provenance for Large-Scale Analytics Environments | 2019 | SIGMOD |
| 2 | 7,214 | Capturing and Querying Fine-grained Provenance of Preprocessing Pipelines in Data Science | 2021 | VLDB |
| 3 | 8,590 | OneProvenance: Efficient Extraction of Dynamic Coarse-Grained Provenance From Database Query Event Logs | 2023 | VLDB |
| 4 | 8,947 | Compact, Tamper-Resistant Archival of Fine-Grained Provenance | 2021 | VLDB |
| 5 | 10,197 | LPStream: Fine-grained Lazy Provenance for Stream Processing | 2026 | SIGMOD |
| 6 | 1,827 | Querying Data Provenance | 2010 | SIGMOD |
| 7 | 12,509 | A Provenance Framework for Data-Dependent Process Analysis | 2014 | VLDB |
| 8 | 8,277 | Distributed Time-aware Provenance | 2013 | VLDB |
| 9 | 1,914 | Efficient Lineage Tracking For Scientific Workflows | 2008 | SIGMOD |
| 10 | 11,963 | Flow Provenance in Temporal Interaction Networks | 2021 | SIGMOD |