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Online Aggregation

Summary: Online aggregation replaces batch-only queries with an interactive, progressive interface that exposes progress and lets users steer execution. Introduces random-order output, relative-rate control for aggregates, and running confidence intervals; implemented initially in PostgreSQL. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h47ce96e2971eccea
Venue
SIGMOD
Year
1997
Pagerank
0.00076079812
Overall Rank
9 | 99.95%
DOI
10.1145/253260.253291

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{hellerstein_sigmod97,
        title = {{Online Aggregation}},
        author = {Hellerstein, Joseph M. and Haas, Peter J. and Wang, Helen J.},
        series = {{SIGMOD} '97},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/253260.253291},
        url = {https://dl.acm.org/doi/10.1145/253260.253291},
        year = {1997}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 210 citing papers.

Rank Citing Paper Year Venue Pagerank
4,291 Combining Databases and Signal Processing in Plato 2015 CIDR 6.6667044e-05
4,321 Data Series Progressive Similarity Search with Probabilistic Quality Guarantees 2020 SIGMOD 6.6519404e-05
4,330 On Biased Reservoir Sampling in the Presence of Stream Evolution 2006 VLDB 6.6454689e-05
4,331 Density Biased Sampling: An Improved Method for Data Mining and Clustering 2000 SIGMOD 6.644974e-05
4,378 Interaction of Query Evaluation and Buffer Management for Information Retrieval 1998 SIGMOD 6.6166736e-05
4,384 Knowledge Graphs 2021: A Data Odyssey 2021 VLDB 6.6139064e-05
4,401 Beyond Simple Aggregates: Indexing for Summary Queries 2011 PODS 6.6051378e-05
4,438 Deterministic Wavelet Thresholding for Maximum-Error Metrics 2004 PODS 6.5840202e-05
4,439 The Price of Validity in Dynamic Networks 2004 SIGMOD 6.5825824e-05
4,467 Online Association Rule Mining 1999 SIGMOD 6.5739122e-05
4,607 Window-Aware Load Shedding for Aggregation Queries over Data Streams 2006 VLDB 6.4894359e-05
4,660 Exact and Approximate Aggregation in Constraint Query Languages 1999 PODS 6.4658312e-05
4,792 Learned Approximate Query Processing: Make it Light, Accurate and Fast 2021 CIDR 6.4010108e-05
4,815 Error-bounded Sampling for Analytics on Big Sparse Data 2014 VLDB 6.3890155e-05
4,895 Estimating arbitrary subset sums with few probes 2005 PODS 6.3498065e-05
4,956 A Comparison of Selectivity Estimators for Range Queries on Metric Attributes 1999 SIGMOD 6.326039e-05
4,962 Space efficiency in Synopsis construction algorithms 2005 VLDB 6.3244317e-05
5,006 An Incremental Anytime Algorithm for Multi-Objective Query Optimization 2015 SIGMOD 6.3057396e-05
5,049 Adaptive Sampling for Rapidly Matching Histograms 2018 VLDB 6.287033e-05
5,063 Query Languages and Data Models for Database Sequences and Data Streams 2004 VLDB 6.2791389e-05
5,232 Seiden: Revisiting Query Processing in Video Database Systems 2023 VLDB 6.2051599e-05
5,279 Online Feedback for Nested Aggregate Queries with Multi-Threading 1999 VLDB 6.1848178e-05
5,406 Efficient Knowledge Graph Accuracy Evaluation 2019 VLDB 6.1326233e-05
5,476 SeeDB: Visualizing Database Queries Efficiently 2014 VLDB 6.1008903e-05
5,487 ABS: a System for Scalable Approximate Queries with Accuracy Guarantees 2014 SIGMOD 6.0974772e-05
5,546 Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data 2020 SIGMOD 6.071729e-05
5,636 XWAVE: Optimal and Approximate Extended Wavelets for Streaming Data 2004 VLDB 6.0385837e-05
5,670 Uncertainty Aware Query Execution Time Prediction 2014 VLDB 6.0266818e-05
5,756 Scalable Progressive Analytics on Big Data in the Cloud 2013 VLDB 5.987569e-05
5,832 SnappyData: A Hybrid Transactional Analytical Store Built On Spark 2016 SIGMOD 5.9623153e-05
5,835 Spatial Independent Range Sampling 2021 SIGMOD 5.9606673e-05
5,841 Joins on Samples: A Theoretical Guide for Practitioners 2020 VLDB 5.9569427e-05
5,858 Kyrix: Interactive Visual Data Exploration at Scale 2019 CIDR 5.9508624e-05
5,944 Hillview: A trillion-cell spreadsheet for big data 2019 VLDB 5.9213827e-05
5,994 Supporting Time-Constrained SQL Queries in Oracle 2007 VLDB 5.9045522e-05
6,014 Approximate Query Engines: Commercial Challenges and Research Opportunities 2017 SIGMOD 5.8956963e-05
6,103 Lenses: An On-Demand Approach to ETL 2015 VLDB 5.8688925e-05
6,172 CONTROL: Continuous Output and Navigation Technology with Refinement On-Line 1998 SIGMOD 5.846317e-05
6,198 Combining Aggregation and Sampling (Nearly) Optimally for Approximate Query Processing 2021 SIGMOD 5.8362492e-05
6,224 Efficient Detection of Empty-Result Queries 2006 VLDB 5.828372e-05
6,232 iOLAP: Managing Uncertainty for Efficient Incremental OLAP 2016 SIGMOD 5.8255726e-05
6,243 Operator and Query Progress Estimation in Microsoft SQL Server Live Query Statistics 2016 SIGMOD 5.8220831e-05
6,544 Moirae: History-Enhanced Monitoring 2007 CIDR 5.7329952e-05
6,700 Hierarchical Residual Encoding for Multiresolution Time Series Compression 2023 SIGMOD 5.6877938e-05
6,703 Query Sampling in DB2 Universal Database 2004 SIGMOD 5.687355e-05
6,712 MOST: Model-Based Compression with Outlier Storage for Time Series Data 2023 SIGMOD 5.6852386e-05
6,772 Spade: A Modular Framework for Analytical Exploration of RDF Graphs 2019 VLDB 5.669182e-05
6,800 Robust Estimation With Sampling and Approximate Pre-Aggregation 2003 VLDB 5.662589e-05
6,904 Gloria: Graph-based Sharing Optimizer for Event Trend Aggregation 2022 SIGMOD 5.6361883e-05
6,943 ATLAS: a Small but Complete SQL Extension for Data Mining and Data Streams 2003 VLDB 5.6225465e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

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