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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
3006
Venue
SIGMOD
Year
1997
Pagerank
0.00077458002
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 208 citing papers.

Rank Citing Paper Year Venue Pagerank
4,212 Data Series Progressive Similarity Search with Probabilistic Quality Guarantees 2020 SIGMOD 6.8283344e-05
4,222 Density Biased Sampling: An Improved Method for Data Mining and Clustering 2000 SIGMOD 6.8227421e-05
4,229 On Biased Reservoir Sampling in the Presence of Stream Evolution 2006 VLDB 6.8181027e-05
4,256 VIVA: An End-to-End System for Interactive Video Analytics 2022 CIDR 6.8018439e-05
4,270 Interaction of Query Evaluation and Buffer Management for Information Retrieval 1998 SIGMOD 6.7919363e-05
4,285 Beyond Simple Aggregates: Indexing for Summary Queries 2011 PODS 6.7812351e-05
4,325 Deterministic Wavelet Thresholding for Maximum-Error Metrics 2004 PODS 6.7605683e-05
4,332 The Price of Validity in Dynamic Networks 2004 SIGMOD 6.755994e-05
4,354 Online Association Rule Mining 1999 SIGMOD 6.7479905e-05
4,517 Window-Aware Load Shedding for Aggregation Queries over Data Streams 2006 VLDB 6.6481605e-05
4,543 Exact and Approximate Aggregation in Constraint Query Languages 1999 PODS 6.6388258e-05
4,687 Knowledge Graphs 2021: A Data Odyssey 2021 VLDB 6.5620198e-05
4,696 Error-bounded Sampling for Analytics on Big Sparse Data 2014 VLDB 6.557612e-05
4,761 Estimating arbitrary subset sums with few probes 2005 PODS 6.5196044e-05
4,789 Learned Approximate Query Processing: Make it Light, Accurate and Fast 2021 CIDR 6.5072039e-05
4,819 Space efficiency in Synopsis construction algorithms 2005 VLDB 6.4940349e-05
4,846 A Comparison of Selectivity Estimators for Range Queries on Metric Attributes 1999 SIGMOD 6.4807645e-05
4,880 An Incremental Anytime Algorithm for Multi-Objective Query Optimization 2015 SIGMOD 6.4656221e-05
4,925 Query Languages and Data Models for Database Sequences and Data Streams 2004 VLDB 6.442888e-05
4,926 Adaptive Sampling for Rapidly Matching Histograms 2018 VLDB 6.4428362e-05
5,142 Online Feedback for Nested Aggregate Queries with Multi-Threading 1999 VLDB 6.3482762e-05
5,329 SeeDB: Visualizing Database Queries Efficiently 2014 VLDB 6.2634965e-05
5,358 ABS: a System for Scalable Approximate Queries with Accuracy Guarantees 2014 SIGMOD 6.2492955e-05
5,490 XWAVE: Optimal and Approximate Extended Wavelets for Streaming Data 2004 VLDB 6.200262e-05
5,524 Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data 2020 SIGMOD 6.1868208e-05
5,537 Uncertainty Aware Query Execution Time Prediction 2014 VLDB 6.1820087e-05
5,676 Scalable Progressive Analytics on Big Data in the Cloud 2013 VLDB 6.1251441e-05
5,692 Spatial Independent Range Sampling 2021 SIGMOD 6.119196e-05
5,700 SnappyData: A Hybrid Transactional Analytical Store Built On Spark 2016 SIGMOD 6.1167342e-05
5,737 Kyrix: Interactive Visual Data Exploration at Scale 2019 CIDR 6.1049023e-05
5,743 Joins on Samples: A Theoretical Guide for Practitioners 2020 VLDB 6.1025457e-05
5,789 Seiden: Revisiting Query Processing in Video Database Systems 2023 VLDB 6.0874367e-05
5,863 Supporting Time-Constrained SQL Queries in Oracle 2007 VLDB 6.0626421e-05
5,906 Approximate Query Engines: Commercial Challenges and Research Opportunities 2017 SIGMOD 6.0457047e-05
5,971 Lenses: An On-Demand Approach to ETL 2015 VLDB 6.0243066e-05
6,028 Hillview: A trillion-cell spreadsheet for big data 2019 VLDB 6.0019322e-05
6,035 CONTROL: Continuous Output and Navigation Technology with Refinement On-Line 1998 SIGMOD 5.9996604e-05
6,084 Efficient Detection of Empty-Result Queries 2006 VLDB 5.9830699e-05
6,122 iOLAP: Managing Uncertainty for Efficient Incremental OLAP 2016 SIGMOD 5.9687498e-05
6,138 Operator and Query Progress Estimation in Microsoft SQL Server Live Query Statistics 2016 SIGMOD 5.9640712e-05
6,206 Combining Aggregation and Sampling (Nearly) Optimally for Approximate Query Processing 2021 SIGMOD 5.9443409e-05
6,400 Moirae: History-Enhanced Monitoring 2007 CIDR 5.8864351e-05
6,556 Hierarchical Residual Encoding for Multiresolution Time Series Compression 2023 SIGMOD 5.8404094e-05
6,562 Query Sampling in DB2 Universal Database 2004 SIGMOD 5.838575e-05
6,581 Efficient Knowledge Graph Accuracy Evaluation 2019 VLDB 5.8364579e-05
6,590 MOST: Model-Based Compression with Outlier Storage for Time Series Data 2023 SIGMOD 5.8316635e-05
6,618 Spade: A Modular Framework for Analytical Exploration of RDF Graphs 2019 VLDB 5.8212982e-05
6,654 Robust Estimation With Sampling and Approximate Pre-Aggregation 2003 VLDB 5.8131331e-05
6,738 Gloria: Graph-based Sharing Optimizer for Event Trend Aggregation 2022 SIGMOD 5.7874192e-05
6,817 ATLAS: a Small but Complete SQL Extension for Data Mining and Data Streams 2003 VLDB 5.764503e-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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