A Skip-list Approach for Efficiently Processing Forecasting Queries
Summary: Proposes IO-aware skip-list sampling for forecasting large time series, selecting history length and data-point counts via tests. PMF-driven randomized model selector picks compact built models under maint-cost constraints, enabling point, range, and join queries. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Tingjian Ge
- 2. Stan Zdonik
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,532 | Data Management in Machine Learning: Challenges, Techniques, and Systems | 2017 | SIGMOD | 0.00011472681 |
| 2,084 | The Case for Predictive Database Systems: Opportunities and Challenges | 2011 | CIDR | 9.5820534e-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 |
|---|---|---|---|---|
| 65 | Fast Subsequence Matching in Time-Series Databases | 1994 | SIGMOD | 0.00062029383 |
| 469 | MauveDB: Supporting Model-based User Views in Database Systems | 2006 | SIGMOD | 0.00022406923 |
| 2,427 | Optimal Multi-scale Patterns in Time Series Streams | 2006 | SIGMOD | 8.8370658e-05 |
| 3,445 | Processing Forecasting Queries | 2007 | VLDB | 7.08644e-05 |
| 4,915 | Optimization and Evaluation of Database Queries Including Embedded Interpolation Procedures | 1991 | SIGMOD | 5.831406e-05 |
| 6,120 | Lots o' Ticks: real-time high performance time series queries on billions of trades and quotes | 2001 | SIGMOD | 5.2008141e-05 |
| 7,362 | Algebraic Optimization of Computations over Scientific Databases | 1993 | VLDB | 4.752436e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,278 | Uncertainty Aware Query Execution Time Prediction | 2014 | VLDB | 5.1309442e-05 |
| 7,828 | Modeling Shifting Workloads for Learned Database Systems | 2024 | SIGMOD | 4.6407986e-05 |
| 74 | Efficient Query Evaluation on Probabilistic Databases | 2004 | VLDB | 0.00057857292 |
| 12,519 | Scalable Continuous Query Processing by Tracking Hotspots | 2006 | VLDB | 4.1945683e-05 |
| 7,515 | Logging Every Footstep: Quantile Summaries for the Entire History | 2010 | SIGMOD | 4.7180617e-05 |
| 211 | Join Synopses for Approximate Query Answering | 1999 | SIGMOD | 0.00033981214 |
| 7,513 | Ranking Large Temporal Data | 2012 | VLDB | 4.7180617e-05 |
| 12,609 | Speculative Query Processing | 2003 | CIDR | 4.1945683e-05 |
| 1,064 | Processing Complex Aggregate Queries over Data Streams | 2002 | SIGMOD | 0.00014356481 |
| 3,445 | Processing Forecasting Queries | 2007 | VLDB | 7.08644e-05 |