Combining User Interaction, Speculative Query Execution and Sampling in the DICE System
Summary: DICE combines an interactive cube exploration frontend with a sampling-based distributed backend for sub-second exploration. It exploits dwell time to speculatively cache follow-up queries, delivering sampling-aware aggregations through a faceted interface. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Prasanth Jayachandran
- 2. Karthik Tunga
- 3. Niranjan Kamat
- 4. Arnab Nandi
Incoming Citations (Sorted by Pagerank)
Showing 11 of 11 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 943 | Wander Join: Online Aggregation via Random Walks | 2016 | SIGMOD | 0.00015145883 |
| 1,552 | Overview of Data Exploration Techniques | 2015 | SIGMOD | 0.00011408814 |
| 2,129 | IDEBench: A Benchmark for Interactive Data Exploration | 2020 | SIGMOD | 9.480002e-05 |
| 2,311 | On Improving User Response Times in Tableau | 2015 | SIGMOD | 9.0539767e-05 |
| 4,029 | Spatial Online Sampling and Aggregation | 2016 | VLDB | 6.51315e-05 |
| 6,842 | Towards Democratizing Relational Data Visualization | 2019 | SIGMOD | 4.9103931e-05 |
| 8,689 | Wander Join: Online Aggregation for Joins | 2016 | SIGMOD | 4.4667389e-05 |
| 8,796 | Interactive Search and Exploration of Waveform Data with Searchlight | 2016 | SIGMOD | 4.4494067e-05 |
| 11,720 | Crowdsourcing Analytics with CrowdCur | 2018 | SIGMOD | 4.1945683e-05 |
| 11,729 | Sherlock: A System for Interactive Summarization of Large Text Collections | 2018 | VLDB | 4.1945683e-05 |
| 11,913 | STORM: Spatio-Temporal Online Reasoning and Management of Large Spatio-Temporal Data | 2015 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3 | Pig Latin: A Not-So-Foreign Language for Data Processing | 2008 | SIGMOD | 0.0024183614 |
| 14 | Online Aggregation | 1997 | SIGMOD | 0.0010801504 |
| 22 | SCOPE: Easy and Efficient Parallel Processing of Massive Data Sets | 2008 | VLDB | 0.0008456613 |
| 1,023 | Query Steering for Interactive Data Exploration | 2013 | CIDR | 0.00014611863 |
| 1,053 | A Common Database Approach for OLTP and OLAP Using an In-Memory Column Database | 2009 | SIGMOD | 0.00014429683 |
| 1,152 | Blink and It's Done: Interactive Queries on Very Large Data | 2012 | VLDB | 0.00013645792 |
| 2,415 | VizQL: A Language for Query, Analysis and Visualization | 2006 | SIGMOD | 8.8639497e-05 |
| 2,610 | i3: Intelligent, Interactive Investigation of OLAP data cubes | 2000 | SIGMOD | 8.4571036e-05 |
| 4,052 | Interactive Analysis of Web-Scale Data | 2009 | CIDR | 6.4936745e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,587 | Dynamic Prefetching of Data Tiles for Interactive Visualization | 2016 | SIGMOD | 0.00011245116 |
| 10,902 | The Moments Method for Approximate Data Cube Queries | 2024 | PODS | 4.1945683e-05 |
| 2,311 | On Improving User Response Times in Tableau | 2015 | SIGMOD | 9.0539767e-05 |
| 4,052 | Interactive Analysis of Web-Scale Data | 2009 | CIDR | 6.4936745e-05 |
| 12,728 | Dynamic Assembly of Views in Data Cubes | 1998 | PODS | 4.1945683e-05 |
| 11 | Implementing Data Cubes Efficiently | 1996 | SIGMOD | 0.0011708144 |
| 1,191 | Fast Computation of Sparse Datacubes | 1997 | VLDB | 0.00013434201 |
| 8,357 | Cubrick: Indexing Millions of Records per Second for Interactive Analytics | 2016 | VLDB | 4.5373339e-05 |
| 7,303 | DICE: Data Discovery by Example | 2021 | VLDB | 4.7684686e-05 |
| 11,411 | High-dimensional Data Cubes | 2022 | VLDB | 4.1945683e-05 |