Processing Forecasting Queries
Summary: Fa enables declarative forecasting queries (one-time and continuous) with real-time forecasts and accuracy estimates. It presents a novel plan space across data transforms, learned models, and inference, with adaptive processing for time-varying streams; experiments show scalable plan selection and forecast accuracy. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Songyun Duan (Duke University)
- 2. Shivnath Babu (Duke University)
BibTeX Citation
@article{duan_vldb07,
title = {{Processing Forecasting Queries}},
author = {Duan, Songyun and Babu, Shivnath},
journal = {PVLDB},
series = {{VLDB} '07},
pages = {711--722},
year = {2007}
}Incoming Citations (Sorted by Pagerank)
Showing 7 of 7 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,250 | Data Management in Machine Learning: Challenges, Techniques, and Systems | 2017 | SIGMOD | 0.00011485301 |
| 2,177 | The Case for Predictive Database Systems: Opportunities and Challenges | 2011 | CIDR | 9.0159844e-05 |
| 2,208 | Query Optimization for Dynamic Imputation | 2017 | VLDB | 8.9512455e-05 |
| 9,805 | A Skip-list Approach for Efficiently Processing Forecasting Queries | 2008 | VLDB | 5.21582e-05 |
| 12,398 | Resiliency-Aware Data Management | 2011 | VLDB | 5.093636e-05 |
| 12,466 | Database-support for Continuous Prediction Queries over Streaming Data | 2010 | VLDB | 5.093636e-05 |
| 12,505 | Large-Scale Uncertainty Management Systems: Learning and Exploiting Your Data (Tutorial Summary) | 2009 | SIGMOD | 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 |
|---|---|---|---|---|
| 1 | Access Path Selection in a Relational Database Management System | 1979 | SIGMOD | 0.0024089429 |
| 9 | Online Aggregation | 1997 | SIGMOD | 0.00077458002 |
| 337 | Model-Driven Data Acquisition in Sensor Networks | 2004 | VLDB | 0.00020783399 |
| 408 | MauveDB: Supporting Model-based User Views in Database Systems | 2006 | SIGMOD | 0.00019008806 |
| 668 | StatStream: Statistical Monitoring of Thousands of Data Streams in Real Time | 2002 | VLDB | 0.00015166017 |
| 980 | Integrating Association Rule Mining with Relational Database Systems: Alternatives and Implications | 1998 | SIGMOD | 0.00012844074 |
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