Ananke: A Streaming Framework for Live Forward Provenance
Summary: Ananke extends backward provenance with live forward provenance, delivering a bipartite graph for CPS streams. Prioritizes provenance by live query activity; supports streaming with correctness guarantees and low overhead vs backward provenance. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Dimitris Palyvos-Giannas (Chalmers University of Technology)
- 2. Bastian Havers (Chalmers University of Technology; Volvo Car Corporation)
- 3. Marina Papatriantafilou (Chalmers University of Technology)
- 4. Vincenzo Gulisano (Chalmers University of Technology)
BibTeX Citation
@article{palyvosgiannas_vldb21,
title = {{Ananke: A Streaming Framework for Live Forward Provenance}},
author = {Palyvos-Giannas, Dimitris and Havers, Bastian and Papatriantafilou, Marina and Gulisano, Vincenzo},
journal = {PVLDB},
series = {{VLDB} '21},
volume = {14},
number = {3},
pages = {391--403},
doi = {10.14778/3430915.3430928},
url = {https://doi.org/10.14778/3430915.3430928},
year = {2021}
}Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,110 | Erebus: Explaining the Outputs of Data Streaming Queries | 2023 | VLDB | 5.484341e-05 |
| 10,320 | LPStream: Fine-grained Lazy Provenance for Stream Processing | 2026 | SIGMOD | 5.093636e-05 |
| 10,701 | Unified Lineage System: Tracking Data Provenance at Scale | 2025 | SIGMOD | 5.093636e-05 |
| 10,818 | Evaluating Continuous Queries with Inconsistency Annotations | 2025 | VLDB | 5.093636e-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 |
|---|---|---|---|---|
| 224 | MillWheel: Fault-Tolerant Stream Processing at Internet Scale | 2013 | VLDB | 0.00024130894 |
| 361 | The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data Processing | 2015 | VLDB | 0.00020138717 |
| 587 | Linear Road: A Stream Data Management Benchmark | 2004 | VLDB | 0.00016106078 |
| 710 | Trill: A High-Performance Incremental Query Processor for Diverse Analytics | 2015 | VLDB | 0.00014715033 |
| 1,223 | Out-of-Order Processing: A New Architecture for High-Performance Stream Systems | 2008 | VLDB | 0.00011602265 |
| 1,353 | SPADE: The System S Declarative Stream Processing Engine | 2008 | SIGMOD | 0.00011061346 |
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| 4 | 1,871 | Efficient Lineage Tracking For Scientific Workflows | 2008 | SIGMOD |
| 5 | 2,807 | Data Provenance at Internet Scale: Architecture, Experiences, and the Road Ahead | 2017 | CIDR |
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| 8 | 8,950 | OneProvenance: Efficient Extraction of Dynamic Coarse-Grained Provenance From Database Query Event Logs | 2023 | VLDB |
| 9 | 11,860 | Ursprung: Provenance for Large-Scale Analytics Environments | 2019 | SIGMOD |
| 10 | 10,320 | LPStream: Fine-grained Lazy Provenance for Stream Processing | 2026 | SIGMOD |