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SciBORQ: Scientific data management with Bounds On Runtime and Quality

Summary: SciBORQ is a framework for interactive scientific exploration enforcing strict runtime budgets and statistical error bounds for ad-hoc queries over massive observational/feature-rich databases. It introduces “impressions”—multi-layer, focal-biased, workload-adaptive samples that meet time limits with provable quality. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
172
Venue
CIDR
Year
2011
Pagerank
0.00010295367
Overall Rank
1,582 | 89.15%
DOI
-

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{sidirourgos_cidr11,
        address = {Amsterdam, Netherlands},
        series = {{CIDR} '11},
        title = {{SciBORQ: Scientific data management with Bounds On Runtime and Quality}},
        booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
        author = {Sidirourgos, Lefteris and Kersten, Martin and Boncz, Peter},
        year = {2011}
}

Incoming Citations (Sorted by Pagerank)

Showing 22 of 22 citing papers.

Rank Citing Paper Year Venue Pagerank
772 VerdictDB: Universalizing Approximate Query Processing 2018 SIGMOD 0.00014147905
819 Quickr: Lazily Approximating Complex AdHoc Queries in BigData Clusters 2016 SIGMOD 0.00013815639
1,108 Approximate Query Processing: No Silver Bullet 2017 SIGMOD 0.00012145154
1,198 Overview of Data Exploration Techniques 2015 SIGMOD 0.00011706307
1,227 Blink and It's Done: Interactive Queries on Very Large Data 2012 VLDB 0.00011582387
1,736 A Sample-and-Clean Framework for Fast and Accurate Query Processing on Dirty Data 2014 SIGMOD 9.8984415e-05
1,827 G-OLA: Generalized On-Line Aggregation for Interactive Analysis on Big Data 2015 SIGMOD 9.6690206e-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
2,559 dbTouch: Analytics at your Fingertips 2013 CIDR 8.4156672e-05
2,677 Explore-by-Example: An Automatic Query Steering Framework for Interactive Data Exploration 2014 SIGMOD 8.2682753e-05
3,144 Interactive Data Exploration Using Semantic Windows 2014 SIGMOD 7.7134729e-05
3,366 AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics 2018 SIGMOD 7.4748604e-05
3,595 Plato: Approximate Analytics over Compressed Time Series with Tight Deterministic Error Guarantees 2020 VLDB 7.2736195e-05
3,930 Data Canopy: Accelerating Exploratory Statistical Analysis 2017 SIGMOD 7.0102082e-05
4,696 Error-bounded Sampling for Analytics on Big Sparse Data 2014 VLDB 6.557612e-05
5,820 A Database System with Amnesia 2017 CIDR 6.0761631e-05
6,061 VergeDB: A Database for IoT Analytics on Edge Devices 2021 CIDR 5.9910733e-05
6,122 iOLAP: Managing Uncertainty for Efficient Incremental OLAP 2016 SIGMOD 5.9687498e-05
7,551 Enabling Efficient and General Subpopulation Analytics in Multidimensional Data Streams 2022 VLDB 5.6006414e-05
11,736 FlashP: An Analytical Pipeline for Real-time Forecasting of Time-Series Relational Data 2021 VLDB 5.093636e-05
12,096 Capturing the Laws of (Data) Nature 2015 CIDR 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 cited papers.

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

Rank Cited Paper Year Venue Pagerank
54 On Random Sampling over Joins 1999 SIGMOD 0.00040810225
101 Selectivity Estimation Without the Attribute Value Independence Assumption 1997 VLDB 0.00034376651
118 Equi-Depth Histograms For Estimating Selectivity Factors For Multi-Dimensional Queries 1988 SIGMOD 0.00031922279
136 Join Synopses for Approximate Query Answering 1999 SIGMOD 0.00030123303
149 New Sampling-Based Summary Statistics for Improving Approximate Query Answers 1998 SIGMOD 0.00029226907
173 Simple Random Sampling from Relational Databases 1986 VLDB 0.00027273858
259 Database Cracking 2007 CIDR 0.00023119313
448 Self-tuning Histograms: Building Histograms Without Looking at Data 1999 SIGMOD 0.00018292618
721 Database Architecture Evolution: Mammals Flourished long before Dinosaurs became Extinct 2009 VLDB 0.00014631814
931 Aqua: A Fast Decision Support System Using Approximate Query Answers 1999 VLDB 0.00013125812
1,166 ICICLES: Self-tuning Samples for Approximate Query Answering 2000 VLDB 0.00011850439
2,151 An Architecture for Recycling Intermediates in a Column-store 2009 SIGMOD 9.0784444e-05
6,688 ROX: Run-time Optimization of XQueries 2009 SIGMOD 5.8015211e-05
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