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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
12026
Venue
VLDB
Year
2019
Pagerank
6.0019322e-05
Overall Rank
6,028 | 58.65%
DOI
10.14778/3342263.3342279

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{budiu_vldb19,
        title = {{Hillview: A trillion-cell spreadsheet for big data}},
        author = {Budiu, Mihai and Gopalan, Parikshit and Suresh, Lalith and Wieder, Udi and Kruiger, Han and Aguilera, Marcos K.},
        journal = {PVLDB},
        series = {{VLDB} '19},
        volume = {12},
        number = {11},
        pages = {1442--1457},
        doi = {10.14778/3342263.3342279},
        url = {https://doi.org/10.14778/3342263.3342279},
        year = {2019}
}

Incoming Citations (Sorted by Pagerank)

Showing 5 of 5 citing papers.

Rank Citing Paper Year Venue Pagerank
6,955 DataChat: An Intuitive and Collaborative Data Analytics Platform 2023 SIGMOD 5.7303405e-05
7,129 Marviq: Quality-Aware Geospatial Visualization of Range-Selection Queries Using Materialization 2020 SIGMOD 5.694968e-05
8,511 NOAH: Interactive Spreadsheet Exploration with Dynamic Hierarchical Overviews 2021 VLDB 5.4119882e-05
8,616 CoopStore: Optimizing Precomputed Summaries for Aggregation 2020 VLDB 5.4004741e-05
11,886 Enabling Data Science for the Majority 2019 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 27 of 27 cited papers.

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

Rank Cited Paper Year Venue Pagerank
9 Online Aggregation 1997 SIGMOD 0.00077458002
32 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00050111008
51 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.0004291425
68 The End of an Architectural Era (It’s Time for a Complete Rewrite) 2007 VLDB 0.00038446206
330 Impala: A Modern, Open-Source SQL Engine for Hadoop 2015 CIDR 0.0002104801
451 Mergeable Summaries 2012 PODS 0.00018151445
1,009 Online Aggregation for Large MapReduce Jobs 2011 VLDB 0.00012684342
1,225 Processing a Trillion Cells per Mouse Click 2012 VLDB 0.00011590013
1,242 Druid: A Real-time Analytical Data Store 2014 SIGMOD 0.00011516162
1,352 Scuba: Diving into Data at Facebook 2013 VLDB 0.00011064595
1,442 An Architecture for Compiling UDF-centric Workflows 2015 VLDB 0.00010778486
1,472 M4: A Visualization-Oriented Time Series Data Aggregation 2014 VLDB 0.00010668946
1,585 Dynamic Prefetching of Data Tiles for Interactive Visualization 2016 SIGMOD 0.00010288399
1,634 Rapid Sampling for Visualizations with Ordering Guarantees 2015 VLDB 0.00010163938
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
2,050 Vizdom: Interactive Analytics through Pen and Touch 2015 VLDB 9.2546631e-05
2,608 A Robust, Optimization-Based Approach for Approximate Answering of Aggregate Queries 2001 SIGMOD 8.347674e-05
3,096 Early Accurate Results for Advanced Analytics on MapReduce 2012 VLDB 7.7629371e-05
3,230 An Analytic Data Engine for Visualization in Tableau 2011 SIGMOD 7.6208919e-05
3,366 AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics 2018 SIGMOD 7.4748604e-05
3,425 Foresight: Recommending Visual Insights 2017 VLDB 7.42218e-05
3,584 Extreme Visualization: Squeezing a Billion Records into a Million Pixels 2008 SIGMOD 7.2858819e-05
4,231 Pinot: Realtime OLAP for 530 Million Users 2018 SIGMOD 6.8177976e-05
4,696 Error-bounded Sampling for Analytics on Big Sparse Data 2014 VLDB 6.557612e-05
6,918 Leveraging Compression in the Tableau Data Engine 2014 SIGMOD 5.7392935e-05
7,197 Stat! - An Interactive Analytics Environment for Big Data 2013 SIGMOD 5.6763539e-05
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