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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
ha483a563ab058516
Venue
VLDB
Year
2019
Pagerank
5.9438354e-05
Overall Rank
5,930 | 60.14%
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
3,913 DataChat: An Intuitive and Collaborative Data Analytics Platform 2023 SIGMOD 6.9295933e-05
7,210 Marviq: Quality-Aware Geospatial Visualization of Range-Selection Queries Using Materialization 2020 SIGMOD 5.5844776e-05
8,272 NOAH: Interactive Spreadsheet Exploration with Dynamic Hierarchical Overviews 2021 VLDB 5.3643259e-05
8,776 CoopStore: Optimizing Precomputed Summaries for Aggregation 2020 VLDB 5.2800094e-05
12,186 Enabling Data Science for the Majority 2019 VLDB 4.9793485e-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 0.00076195956
31 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00049839909
49 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.00043160717
70 The End of an Architectural Era (It’s Time for a Complete Rewrite) 2007 VLDB 0.00037859131
327 Impala: A Modern, Open-Source SQL Engine for Hadoop 2015 CIDR 0.0002095191
456 Mergeable Summaries 2012 PODS 0.0001791284
1,022 Online Aggregation for Large MapReduce Jobs 2011 VLDB 0.00012438826
1,210 Processing a Trillion Cells per Mouse Click 2012 VLDB 0.00011527605
1,236 Druid: A Real-time Analytical Data Store 2014 SIGMOD 0.00011402848
1,381 Scuba: Diving into Data at Facebook 2013 VLDB 0.00010860462
1,444 An Architecture for Compiling UDF-centric Workflows 2015 VLDB 0.0001063181
1,500 M4: A Visualization-Oriented Time Series Data Aggregation 2014 VLDB 0.0001046347
1,608 Dynamic Prefetching of Data Tiles for Interactive Visualization 2016 SIGMOD 0.00010084292
1,661 Rapid Sampling for Visualizations with Ordering Guarantees 2015 VLDB 9.9535453e-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
2,096 Vizdom: Interactive Analytics through Pen and Touch 2015 VLDB 9.0550231e-05
2,655 A Robust, Optimization-Based Approach for Approximate Answering of Aggregate Queries 2001 SIGMOD 8.1706092e-05
3,145 Early Accurate Results for Advanced Analytics on MapReduce 2012 VLDB 7.5965257e-05
3,283 An Analytic Data Engine for Visualization in Tableau 2011 SIGMOD 7.4562243e-05
3,424 AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics 2018 SIGMOD 7.3117029e-05
3,493 Foresight: Recommending Visual Insights 2017 VLDB 7.2593029e-05
3,652 Extreme Visualization: Squeezing a Billion Records into a Million Pixels 2008 SIGMOD 7.1312298e-05
4,172 Pinot: Realtime OLAP for 530 Million Users 2018 SIGMOD 6.7598973e-05
4,792 Error-bounded Sampling for Analytics on Big Sparse Data 2014 VLDB 6.4130671e-05
6,984 Leveraging Compression in the Tableau Data Engine 2014 SIGMOD 5.6285605e-05
7,328 Stat! - An Interactive Analytics Environment for Big Data 2013 SIGMOD 5.5508575e-05
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