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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
h50d748b54030d43a
Venue
CIDR
Year
2011
Pagerank
0.0001008742
Overall Rank
1,607 | 89.20%
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
784 VerdictDB: Universalizing Approximate Query Processing 2018 SIGMOD 0.00014012614
840 Quickr: Lazily Approximating Complex AdHoc Queries in BigData Clusters 2016 SIGMOD 0.0001354605
1,082 Approximate Query Processing: No Silver Bullet 2017 SIGMOD 0.00012122749
1,215 Overview of Data Exploration Techniques 2015 SIGMOD 0.00011492648
1,243 Blink and It's Done: Interactive Queries on Very Large Data 2012 VLDB 0.0001135375
1,720 A Sample-and-Clean Framework for Fast and Accurate Query Processing on Dirty Data 2014 SIGMOD 9.7965659e-05
1,868 G-OLA: Generalized On-Line Aggregation for Interactive Analysis on Big Data 2015 SIGMOD 9.4754064e-05
2,000 Sample + Seek: Approximating Aggregates with Distribution Precision Guarantee 2016 SIGMOD 9.2112617e-05
2,027 Database Learning: Toward a Database that Becomes Smarter Every Time 2017 SIGMOD 9.1618139e-05
2,605 dbTouch: Analytics at your Fingertips 2013 CIDR 8.229938e-05
2,648 Explore-by-Example: An Automatic Query Steering Framework for Interactive Data Exploration 2014 SIGMOD 8.1761271e-05
3,201 Interactive Data Exploration Using Semantic Windows 2014 SIGMOD 7.5428462e-05
3,424 AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics 2018 SIGMOD 7.3117029e-05
3,613 Plato: Approximate Analytics over Compressed Time Series with Tight Deterministic Error Guarantees 2020 VLDB 7.162283e-05
3,984 Data Canopy: Accelerating Exploratory Statistical Analysis 2017 SIGMOD 6.8741188e-05
4,792 Error-bounded Sampling for Analytics on Big Sparse Data 2014 VLDB 6.4130671e-05
5,927 A Database System with Amnesia 2017 CIDR 5.9441754e-05
6,189 VergeDB: A Database for IoT Analytics on Edge Devices 2021 CIDR 5.8568233e-05
6,227 iOLAP: Managing Uncertainty for Efficient Incremental OLAP 2016 SIGMOD 5.8452386e-05
7,701 Enabling Efficient and General Subpopulation Analytics in Multidimensional Data Streams 2022 VLDB 5.474978e-05
12,039 FlashP: An Analytical Pipeline for Real-time Forecasting of Time-Series Relational Data 2021 VLDB 4.9793485e-05
12,389 Capturing the Laws of (Data) Nature 2015 CIDR 4.9793485e-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
57 On Random Sampling over Joins 1999 SIGMOD 0.00040108301
103 Selectivity Estimation Without the Attribute Value Independence Assumption 1997 VLDB 0.00033894985
119 Equi-Depth Histograms For Estimating Selectivity Factors For Multi-Dimensional Queries 1988 SIGMOD 0.0003137356
138 Join Synopses for Approximate Query Answering 1999 SIGMOD 0.00029627449
153 New Sampling-Based Summary Statistics for Improving Approximate Query Answers 1998 SIGMOD 0.00028633995
175 Simple Random Sampling from Relational Databases 1986 VLDB 0.00026784195
253 Database Cracking 2007 CIDR 0.00023042111
454 Self-tuning Histograms: Building Histograms Without Looking at Data 1999 SIGMOD 0.00017962189
702 Database Architecture Evolution: Mammals Flourished long before Dinosaurs became Extinct 2009 VLDB 0.00014673738
948 Aqua: A Fast Decision Support System Using Approximate Query Answers 1999 VLDB 0.00012914559
1,183 ICICLES: Self-tuning Samples for Approximate Query Answering 2000 VLDB 0.00011616705
2,084 An Architecture for Recycling Intermediates in a Column-store 2009 SIGMOD 9.0716512e-05
6,800 ROX: Run-time Optimization of XQueries 2009 SIGMOD 5.6792071e-05
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