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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
0.00010121304
Overall Rank
1,909 | 86.73%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 22 of 22 citing papers.

Rank Citing Paper Year Venue Pagerank
1,152 Blink and It's Done: Interactive Queries on Very Large Data 2012 VLDB 0.00013645792
1,204 VerdictDB: Universalizing Approximate Query Processing 2018 SIGMOD 0.00013319541
1,323 Quickr: Lazily Approximating Complex AdHoc Queries in BigData Clusters 2016 SIGMOD 0.00012601997
1,552 Overview of Data Exploration Techniques 2015 SIGMOD 0.00011408814
1,574 Approximate Query Processing: No Silver Bullet 2017 SIGMOD 0.00011287495
1,840 dbTouch: Analytics at your Fingertips 2013 CIDR 0.0001034905
2,184 A Sample-and-Clean Framework for Fast and Accurate Query Processing on Dirty Data 2014 SIGMOD 9.3429789e-05
2,355 G-OLA: Generalized On-Line Aggregation for Interactive Analysis on Big Data 2015 SIGMOD 8.9677847e-05
2,580 Sample + Seek: Approximating Aggregates with Distribution Precision Guarantee 2016 SIGMOD 8.5058814e-05
2,588 Database Learning: Toward a Database that Becomes Smarter Every Time 2017 SIGMOD 8.4909562e-05
3,070 Explore-by-Example: An Automatic Query Steering Framework for Interactive Data Exploration 2014 SIGMOD 7.6137064e-05
3,441 Interactive Data Exploration Using Semantic Windows 2014 SIGMOD 7.0914601e-05
3,798 Plato: Approximate Analytics over Compressed Time Series with Tight Deterministic Error Guarantees 2020 VLDB 6.7592302e-05
3,878 Data Canopy: Accelerating Exploratory Statistical Analysis 2017 SIGMOD 6.6731435e-05
3,944 AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics 2018 SIGMOD 6.6078243e-05
5,252 Error-bounded Sampling for Analytics on Big Sparse Data 2014 VLDB 5.6024389e-05
6,178 A Database System with Amnesia 2017 CIDR 5.1692384e-05
6,311 VergeDB: A Database for IoT Analytics on Edge Devices 2021 CIDR 5.1161316e-05
6,400 iOLAP: Managing Uncertainty for Efficient Incremental OLAP 2016 SIGMOD 5.0803518e-05
7,534 Enabling Efficient and General Subpopulation Analytics in Multidimensional Data Streams 2022 VLDB 4.7180004e-05
11,539 FlashP: An Analytical Pipeline for Real-time Forecasting of Time-Series Relational Data 2021 VLDB 4.1945683e-05
11,897 Capturing the Laws of (Data) Nature 2015 CIDR 4.1945683e-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
18 On Random Sampling over Joins 1999 SIGMOD 0.00092385438
46 Simple Random Sampling from Relational Databases 1986 VLDB 0.00070894702
116 Equi-Depth Histograms For Estimating Selectivity Factors For Multi-Dimensional Queries 1988 SIGMOD 0.00046148737
141 Selectivity Estimation Without the Attribute Value Independence Assumption 1997 VLDB 0.00041786333
184 New Sampling-Based Summary Statistics for Improving Approximate Query Answers 1998 SIGMOD 0.00036625711
211 Join Synopses for Approximate Query Answering 1999 SIGMOD 0.00033981214
408 Database Cracking 2007 CIDR 0.00023953844
529 Self-tuning Histograms: Building Histograms Without Looking at Data 1999 SIGMOD 0.00020828852
757 Database Architecture Evolution: Mammals Flourished long before Dinosaurs became Extinct 2009 VLDB 0.00017078358
967 Aqua: A Fast Decision Support System Using Approximate Query Answers 1999 VLDB 0.00014959939
1,335 ICICLES: Self-tuning Samples for Approximate Query Answering 2000 VLDB 0.00012502131
2,693 An Architecture for Recycling Intermediates in a Column-store 2009 SIGMOD 8.2883398e-05
6,874 ROX: Run-time Optimization of XQueries 2009 SIGMOD 4.8978984e-05
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