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Interactive Analysis of Web-Scale Data

Summary: Proposes a general two-phase query model for web-scale data: users provide a query template (offline) and later submit instantiations for low-latency, interactive exploration. Generalizes OLAP/search patterns and focuses on system techniques to guarantee interactivity at scale. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
120
Venue
CIDR
Year
2009
Pagerank
7.3634378e-05
Overall Rank
3,497 | 76.01%
DOI
-

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{olston_cidr09,
        address = {Amsterdam, Netherlands},
        series = {{CIDR} '09},
        title = {{Interactive Analysis of Web-Scale Data}},
        booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
        author = {Olston, Christopher and Bortnikov, Edward and Elmeleegy, Khaled and Junqueira, Flavio and Reed, Benjamin},
        year = {2009}
}

Incoming Citations (Sorted by Pagerank)

Showing 11 of 11 citing papers.

Rank Citing Paper Year Venue Pagerank
772 VerdictDB: Universalizing Approximate Query Processing 2018 SIGMOD 0.00014147905
1,108 Approximate Query Processing: No Silver Bullet 2017 SIGMOD 0.00012145154
1,872 The Analytical Bootstrap: a New Method for Fast Error Estimation in Approximate Query Processing 2014 SIGMOD 9.5759874e-05
1,962 Sample + Seek: Approximating Aggregates with Distribution Precision Guarantee 2016 SIGMOD 9.3978414e-05
1,995 Database Learning: Toward a Database that Becomes Smarter Every Time 2017 SIGMOD 9.3403665e-05
2,136 Combining User Interaction, Speculative Query Execution and Sampling in the DICE System 2014 VLDB 9.1126926e-05
5,358 ABS: a System for Scalable Approximate Queries with Accuracy Guarantees 2014 SIGMOD 6.2492955e-05
7,551 Enabling Efficient and General Subpopulation Analytics in Multidimensional Data Streams 2022 VLDB 5.6006414e-05
7,634 DBToaster: Agile Views in a Dynamic Data Management System 2011 CIDR 5.5770904e-05
10,291 SmartRabbit: An Interactive Query Processor 2026 SIGMOD 5.093636e-05
11,736 FlashP: An Analytical Pipeline for Real-time Forecasting of Time-Series Relational Data 2021 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 cited papers.

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

Rank Cited Paper Year Venue Pagerank
2 R-Trees: A Dynamic Index Structure For Spatial Searching 1984 SIGMOD 0.0020210012
9 Online Aggregation 1997 SIGMOD 0.00077458002
47 PNUTS: Yahoo!'s Hosted Data Serving Platform 2008 VLDB 0.00044503718
87 Automated Selection of Materialized Views and Indexes for SQL Databases 2000 VLDB 0.00035281619
96 Spatial Query Processing in an Object-Oriented Database System 1986 SIGMOD 0.00034590762
240 An Effective Hash-Based Algorithm for Mining Association Rules 1995 SIGMOD 0.0002366381
1,202 Fractals for Secondary Key Retrieval 1989 PODS 0.00011672157
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