Incremental Computation of Common Windowed Holistic Aggregates
Summary: First in-depth incremental algorithms for holistic window aggregates—count distinct, mode, and quantile—reuse state across consecutive frames. Achieve ~10× over naive evaluation and detect when extreme frame variation warrants state resets. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Richard Wesley (Tableau Research)
- 2. Fei Xu (Tableau Research)
BibTeX Citation
@article{wesley_vldb16,
title = {{Incremental Computation of Common Windowed Holistic Aggregates}},
author = {Wesley, Richard and Xu, Fei},
journal = {PVLDB},
series = {{VLDB} '16},
volume = {9},
number = {12},
pages = {1221--1232},
doi = {10.14778/2994509.2994515},
url = {https://doi.org/10.14778/2994509.2994515},
year = {2016}
}Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,567 | iTurboGraph: Scaling and Automating Incremental Graph Analytics | 2021 | SIGMOD | 6.1709411e-05 |
| 7,774 | Building Advanced SQL Analytics From Low-Level Plan Operators | 2021 | SIGMOD | 5.5468469e-05 |
| 7,847 | Biathlon: Harnessing Model Resilience for Accelerating ML Inference Pipelines | 2024 | VLDB | 5.5330423e-05 |
| 8,685 | Efficient Evaluation of Arbitrarily-Framed Holistic SQL Aggregates and Window Functions | 2022 | SIGMOD | 5.3849617e-05 |
| 8,717 | T-ReX: Optimizing Pattern Search on Time Series | 2023 | SIGMOD | 5.3774918e-05 |
| 11,234 | Window Function Expression: Let the Self-join Enter | 2024 | 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 |
|---|---|---|---|---|
| 330 | Impala: A Modern, Open-Source SQL Engine for Hadoop | 2015 | CIDR | 0.0002104801 |
| 668 | StatStream: Statistical Monitoring of Thousands of Data Streams in Real Time | 2002 | VLDB | 0.00015166017 |
| 2,592 | SQLShare: Results from a Multi-Year SQL-as-a-Service Experiment | 2016 | SIGMOD | 8.3657526e-05 |
| 3,230 | An Analytic Data Engine for Visualization in Tableau | 2011 | SIGMOD | 7.6208919e-05 |
| 3,673 | Efficient Processing of Window Functions in Analytical SQL Queries | 2015 | VLDB | 7.2113383e-05 |
| 4,020 | Optimization of Analytic Window Functions | 2012 | VLDB | 6.9513881e-05 |
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|---|---|---|---|---|
| 1 | 4,285 | Beyond Simple Aggregates: Indexing for Summary Queries | 2011 | PODS |
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| 3 | 2,802 | General Incremental Sliding-Window Aggregation | 2015 | VLDB |
| 4 | 7,774 | Building Advanced SQL Analytics From Low-Level Plan Operators | 2021 | SIGMOD |
| 5 | 2,064 | Incremental Maintenance for Non-Distributive Aggregate Functions | 2002 | VLDB |
| 6 | 1,263 | Resource Sharing in Continuous Sliding-Window Aggregates | 2004 | VLDB |
| 7 | 551 | On Computing Correlated Aggregates Over Continual Data Streams | 2001 | SIGMOD |
| 8 | 2,406 | Holistic Aggregates in a Networked World: Distributed Tracking of Approximate Quantiles | 2005 | SIGMOD |
| 9 | 3,673 | Efficient Processing of Window Functions in Analytical SQL Queries | 2015 | VLDB |
| 10 | 8,685 | Efficient Evaluation of Arbitrarily-Framed Holistic SQL Aggregates and Window Functions | 2022 | SIGMOD |