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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
1,839 DBEst: Revisiting Approximate Query Processing Engines with Machine Learning Models 2019 SIGMOD 9.5187688e-05
1,874 G-OLA: Generalized On-Line Aggregation for Interactive Analysis on Big Data 2015 SIGMOD 9.4470874e-05
1,924 The Analytical Bootstrap: a New Method for Fast Error Estimation in Approximate Query Processing 2014 SIGMOD 9.3535088e-05
2,014 Sample + Seek: Approximating Aggregates with Distribution Precision Guarantee 2016 SIGMOD 9.1775869e-05
2,040 Database Learning: Toward a Database that Becomes Smarter Every Time 2017 SIGMOD 9.1319608e-05
2,132 Reusing Invariants: A New Strategy for Correlated Queries 1998 SIGMOD 8.9837489e-05
2,191 Combining User Interaction, Speculative Query Execution and Sampling in the DICE System 2014 VLDB 8.8844453e-05
2,225 ThalamusDB: Approximate Query Processing on Multi-Modal Data 2024 SIGMOD 8.7996555e-05
2,231 DAQ: A New Paradigm for Approximate Query Processing 2015 VLDB 8.7882698e-05
2,270 Dwarf: Shrinking the PetaCube 2002 SIGMOD 8.7112055e-05
2,329 When Can We Trust Progress Estimators for SQL Queries? 2005 SIGMOD 8.6188984e-05
2,335 Online Maintenance of Very Large Random Samples 2004 SIGMOD 8.6050778e-05
2,340 Partial Results for Online Query Processing 2002 SIGMOD 8.598874e-05
2,372 Online Aggregation and Continuous Query support in MapReduce 2010 SIGMOD 8.5454388e-05
2,461 A Sampling Algebra for Aggregate Estimation 2013 VLDB 8.4123214e-05
2,504 Independent Range Sampling 2014 PODS 8.3571366e-05
2,618 dbTouch: Analytics at your Fingertips 2013 CIDR 8.1988906e-05
2,661 A Robust, Optimization-Based Approach for Approximate Answering of Aggregate Queries 2001 SIGMOD 8.1414177e-05
2,682 Relational Confidence Bounds Are Easy With The Bootstrap* 2005 SIGMOD 8.1203255e-05
2,684 A Latency and Fault-Tolerance Optimizer for Online Parallel Query Plans 2011 SIGMOD 8.1185673e-05
2,730 Partial Results in Database Systems 2014 SIGMOD 8.0676725e-05
2,777 Approximate Selection with Guarantees using Proxies 2020 VLDB 8.0101016e-05
2,972 Scalable and Adaptive Online Joins 2014 VLDB 7.7844791e-05
3,001 Adapting to Source Properties in Processing Data Integration Queries 2004 SIGMOD 7.7492907e-05
3,088 Online Data Fusion 2011 VLDB 7.6447052e-05
3,092 Continuous Sampling for Online Aggregation Over Multiple Queries 2010 SIGMOD 7.638249e-05
3,154 Early Accurate Results for Advanced Analytics on MapReduce 2012 VLDB 7.5708527e-05
3,213 Interactive Data Exploration Using Semantic Windows 2014 SIGMOD 7.5144638e-05
3,220 Turbo-Charging Estimate Convergence in DBO 2009 VLDB 7.5077984e-05
3,292 Searchlight: Enabling Integrated Search and Exploration over Large Multidimensional Data 2015 VLDB 7.4344621e-05
3,312 Optimal and Approximate Computation of Summary Statistics for Range Aggregates 2001 PODS 7.4165176e-05
3,348 I've Seen "Enough": Incrementally Improving Visualizations to Support Rapid Decision Making 2017 VLDB 7.3783668e-05
3,428 Revisiting Reuse for Approximate Query Processing 2017 VLDB 7.2957009e-05
3,435 AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics 2018 SIGMOD 7.2845431e-05
3,563 Interactive Analysis of Web-Scale Data 2009 CIDR 7.1841298e-05
3,571 Processing Forecasting Queries 2007 VLDB 7.17962e-05
3,610 Scalable Distributed Stream Join Processing 2015 SIGMOD 7.1463915e-05
3,658 Davos: A System for Interactive Data-Driven Decision Making 2021 VLDB 7.1100991e-05
3,747 Accelerating Approximate Aggregation Queries with Expensive Predicates 2021 VLDB 7.0351475e-05
3,765 Approximation Techniques for Spatial Data 2004 SIGMOD 7.0178846e-05
3,793 Supporting Ad-hoc Ranking Aggregates 2006 SIGMOD 6.9967739e-05
3,825 Spatial Online Sampling and Aggregation 2016 VLDB 6.9795872e-05
3,843 OLAP on Sequence Data 2008 SIGMOD 6.9687373e-05
3,884 A Bi-Level Bernoulli Scheme for Database Sampling 2004 SIGMOD 6.9285249e-05
3,912 Distributed Online Aggregations 2009 VLDB 6.9103187e-05
4,000 Exploiting Correlations for Expensive Predicate Evaluation 2015 SIGMOD 6.8489751e-05
4,229 Efficient Selection of Geospatial Data on Maps for Interactive and Visualized Exploration 2018 SIGMOD 6.7068084e-05
4,232 Approximating Predicates and Expressive Queries on Probabilistic Databases 2008 PODS 6.7043637e-05
4,236 A Disk-Based Join With Probabilistic Guarantees* 2005 SIGMOD 6.7028998e-05
4,284 VIVA: An End-to-End System for Interactive Video Analytics 2022 CIDR 6.6710929e-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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