Efficient Evaluation of Arbitrarily-Framed Holistic SQL Aggregates and Window Functions
Summary: Removes framing restrictions on holistic aggregates and window functions, enabling fully composable framed analytics. Offers subquadratic, parallel algorithms to evaluate all SQL:2011 window/aggregate functions with arbitrary frames (except DENSE_RANK), including framed distinct aggregates, percentiles, and ranks. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Adrian Vogelsgesang (Salesforce)
- 2. Thomas Neumann (Technical University of Munich)
- 3. Viktor Leis (Friedrich-Alexander University Erlangen-Nuremberg)
- 4. Alfons Kemper (Technical University of Munich)
BibTeX Citation
@inproceedings{vogelsgesang_sigmod22,
title = {{Efficient Evaluation of Arbitrarily-Framed Holistic SQL Aggregates and Window Functions}},
author = {Vogelsgesang, Adrian and Neumann, Thomas and Leis, Viktor and Kemper, Alfons},
series = {{SIGMOD} '22},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3514221.3526184},
url = {https://dl.acm.org/doi/10.1145/3514221.3526184},
year = {2022}
}Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,893 | T-ReX: Optimizing Pattern Search on Time Series | 2023 | SIGMOD | 5.241836e-05 |
| 9,687 | Window Function Expression: Let the Self-join Enter | 2024 | VLDB | 5.1258854e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 215 | Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age | 2014 | SIGMOD | 0.00024554257 |
| 722 | Efficient Implementation of Sorting on Multi-Core SIMD CPU Architecture | 2008 | VLDB | 0.00014470465 |
| 1,290 | Resource Sharing in Continuous Sliding-Window Aggregates | 2004 | VLDB | 0.00011151196 |
| 2,543 | SQLShare: Results from a Multi-Year SQL-as-a-Service Experiment | 2016 | SIGMOD | 8.2993351e-05 |
| 2,751 | General Incremental Sliding-Window Aggregation | 2015 | VLDB | 8.0416632e-05 |
| 3,438 | Efficient Processing of Window Functions in Analytical SQL Queries | 2015 | VLDB | 7.2807703e-05 |
| 3,842 | Optimization of Analytic Window Functions | 2012 | VLDB | 6.968919e-05 |
| 5,861 | Optimal and General Out-of-Order Sliding-Window Aggregation | 2019 | VLDB | 5.9505926e-05 |
| 6,049 | Incremental Computation of Common Windowed Holistic Aggregates | 2016 | VLDB | 5.8866676e-05 |
| 7,887 | Building Advanced SQL Analytics From Low-Level Plan Operators | 2021 | SIGMOD | 5.4162508e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 9,409 | Efficient Approximation of Certain and Possible Answers for Ranking and Window Queries over Uncertain Data | 2023 | VLDB |
| 2 | 12,655 | Dynamic Optimization of Generalized SQL Queries with Horizontal Aggregations | 2012 | SIGMOD |
| 3 | 13,107 | Vertical and Horizontal Percentage Aggregations | 2004 | SIGMOD |
| 4 | 1,680 | Semantics and Evaluation Techniques for Window Aggregates in Data Streams | 2005 | SIGMOD |
| 5 | 9,687 | Window Function Expression: Let the Self-join Enter | 2024 | VLDB |
| 6 | 7,887 | Building Advanced SQL Analytics From Low-Level Plan Operators | 2021 | SIGMOD |
| 7 | 3,842 | Optimization of Analytic Window Functions | 2012 | VLDB |
| 8 | 10,947 | Window Function Optimization: Co-Evaluation and Other Techniques | 2026 | VLDB |
| 9 | 3,438 | Efficient Processing of Window Functions in Analytical SQL Queries | 2015 | VLDB |
| 10 | 6,049 | Incremental Computation of Common Windowed Holistic Aggregates | 2016 | VLDB |