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Hillview: A trillion-cell spreadsheet for big data

Summary: Hillview is a distributed spreadsheet for datasets larger than a single machine, enabling exploration. Vizketches fuse data summarization and graphics for scalable visualizations across billions of rows and trillions of cells on eight servers. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
11838
Venue
VLDB
Year
2019
Pagerank
5.1226987e-05
Overall Rank
6,298 | 56.19%
DOI
10.14778/3342263.3342279

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Outgoing Citations (Sorted by Pagerank)

Showing 28 of 28 cited papers.

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

Rank Cited Paper Year Venue Pagerank
14 Online Aggregation 1997 SIGMOD 0.0010801504
70 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00059533166
86 The End of an Architectural Era (It's Time for a Complete Rewrite) 2007 VLDB 0.00052563276
109 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.00048186983
402 Mergeable Summaries 2012 PODS 0.00024196343
476 Impala: A Modern, Open-Source SQL Engine for Hadoop 2015 CIDR 0.00022226941
1,464 Online Aggregation for Large MapReduce Jobs 2011 VLDB 0.00011865546
1,470 Processing a Trillion Cells per Mouse Click 2012 VLDB 0.00011833779
1,487 Scuba: Diving into Data at Facebook 2013 VLDB 0.00011701099
1,587 Dynamic Prefetching of Data Tiles for Interactive Visualization 2016 SIGMOD 0.00011245116
1,588 Druid: A Real-time Analytical Data Store 2014 SIGMOD 0.00011239313
1,805 M4: A Visualization-Oriented Time Series Data Aggregation 2014 VLDB 0.00010493299
1,873 An Architecture for Compiling UDF-centric Workflows 2015 VLDB 0.00010253002
2,011 Rapid Sampling for Visualizations with Ordering Guarantees 2015 VLDB 9.7964875e-05
2,251 Vizdom: Interactive Analytics through Pen and Touch 2015 VLDB 9.1986441e-05
2,301 Extreme Visualization: Squeezing a Billion Records into a Million Pixels 2008 SIGMOD 9.0672364e-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
2,657 An Analytic Data Engine for Visualization in Tableau 2011 SIGMOD 8.3616058e-05
2,733 The Case for Data Visualization Management Systems [Vision Paper] 2014 VLDB 8.2078862e-05
2,808 A Robust, Optimization-Based Approach for Approximate Answering of Aggregate Queries 2001 SIGMOD 8.0870741e-05
2,993 Foresight: Recommending Visual Insights 2017 VLDB 7.7687088e-05
3,279 Early Accurate Results for Advanced Analytics on MapReduce 2012 VLDB 7.2855494e-05
3,944 AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics 2018 SIGMOD 6.6078243e-05
4,767 Pinot: Realtime OLAP for 530 Million Users 2018 SIGMOD 5.9364731e-05
5,252 Error-bounded Sampling for Analytics on Big Sparse Data 2014 VLDB 5.6024389e-05
6,870 Stat! - An Interactive Analytics Environment for Big Data 2013 SIGMOD 4.9004414e-05
7,171 Leveraging Compression in the Tableau Data Engine 2014 SIGMOD 4.8117476e-05
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