Database Paper Browser

Back to papers

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
0.00010713691
Overall Rank
1,735 | 87.95%
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
1,151 Blink and It's Done: Interactive Queries on Very Large Data 2012 VLDB 0.00013634671
1,161 VerdictDB: Universalizing Approximate Query Processing 2018 SIGMOD 0.00013579831
1,320 Quickr: Lazily Approximating Complex AdHoc Queries in BigData Clusters 2016 SIGMOD 0.00012606067
1,507 Overview of Data Exploration Techniques 2015 SIGMOD 0.00011594294
1,574 Approximate Query Processing: No Silver Bullet 2017 SIGMOD 0.00011289028
1,845 dbTouch: Analytics at your Fingertips 2013 CIDR 0.00010339281
2,177 A Sample-and-Clean Framework for Fast and Accurate Query Processing on Dirty Data 2014 SIGMOD 9.371335e-05
2,354 G-OLA: Generalized On-Line Aggregation for Interactive Analysis on Big Data 2015 SIGMOD 8.9748896e-05
2,583 Sample + Seek: Approximating Aggregates with Distribution Precision Guarantee 2016 SIGMOD 8.4973431e-05
2,589 Database Learning: Toward a Database that Becomes Smarter Every Time 2017 SIGMOD 8.4868591e-05
3,076 Explore-by-Example: An Automatic Query Steering Framework for Interactive Data Exploration 2014 SIGMOD 7.6063803e-05
3,441 Interactive Data Exploration Using Semantic Windows 2014 SIGMOD 7.0891447e-05
3,801 Plato: Approximate Analytics over Compressed Time Series with Tight Deterministic Error Guarantees 2020 VLDB 6.7528979e-05
3,878 Data Canopy: Accelerating Exploratory Statistical Analysis 2017 SIGMOD 6.6669911e-05
3,944 AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics 2018 SIGMOD 6.6056349e-05
5,258 Error-bounded Sampling for Analytics on Big Sparse Data 2014 VLDB 5.5973455e-05
6,178 A Database System with Amnesia 2017 CIDR 5.1646168e-05
6,311 VergeDB: A Database for IoT Analytics on Edge Devices 2021 CIDR 5.1112212e-05
6,631 iOLAP: Managing Uncertainty for Efficient Incremental OLAP 2016 SIGMOD 4.9805704e-05
7,533 Enabling Efficient and General Subpopulation Analytics in Multidimensional Data Streams 2022 VLDB 4.7134753e-05
11,543 FlashP: An Analytical Pipeline for Real-time Forecasting of Time-Series Relational Data 2021 VLDB 4.1905499e-05
11,905 Capturing the Laws of (Data) Nature 2015 CIDR 4.1905499e-05
Previous Page 1 / 1 Next

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 0.00092569117
46 Simple Random Sampling from Relational Databases 1986 VLDB 0.00071588702
114 Equi-Depth Histograms For Estimating Selectivity Factors For Multi-Dimensional Queries 1988 SIGMOD 0.00046317654
141 Selectivity Estimation Without the Attribute Value Independence Assumption 1997 VLDB 0.00041819767
184 New Sampling-Based Summary Statistics for Improving Approximate Query Answers 1998 SIGMOD 0.00036655704
212 Join Synopses for Approximate Query Answering 1999 SIGMOD 0.00033997204
407 Database Cracking 2007 CIDR 0.00023941779
527 Self-tuning Histograms: Building Histograms Without Looking at Data 1999 SIGMOD 0.00020862475
754 Database Architecture Evolution: Mammals Flourished long before Dinosaurs became Extinct 2009 VLDB 0.00017093267
960 Aqua: A Fast Decision Support System Using Approximate Query Answers 1999 VLDB 0.00015031055
1,331 ICICLES: Self-tuning Samples for Approximate Query Answering 2000 VLDB 0.00012553948
2,695 An Architecture for Recycling Intermediates in a Column-store 2009 SIGMOD 8.2827669e-05
6,879 ROX: Run-time Optimization of XQueries 2009 SIGMOD 4.8934866e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
1,425 Scalable Approximate Query Processing With The DBO Engine 2007 SIGMOD 0.00012044433
12,295 LifeRaft: Data-Driven, Batch Processing for the Exploration of Scientific Databases 2009 CIDR 4.1905499e-05
7,618 SkyQuery: A Web Service Approach to Federate Databases 2003 CIDR 4.6900181e-05
2,764 Parallel Data Analysis Directly on Scientific File Formats 2014 SIGMOD 8.1607305e-05
4,755 Optimization for Active Learning-based Interactive Database Exploration 2019 VLDB 5.9375171e-05
319 Overview of SciDB: Large Scale Array Storage, Processing and Analysis 2010 SIGMOD 0.00027771951
709 A Case for A Collaborative Query Management System 2009 CIDR 0.00017740603
2,367 Here are my Data Files. Here are my Queries. Where are my Results? 2011 CIDR 8.9502761e-05
4,674 Scalable Multi-Query Optimization for Exploratory Queries over Federated Scientific Databases 2008 VLDB 6.0000019e-05
1,844 The Researcher’s Guide to the Data Deluge: Querying a Scientific Database in Just a Few Seconds 2011 VLDB 0.00010339715