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 |
|---|---|---|---|---|
| 941 | Wander Join: Online Aggregation via Random Walks | 2016 | SIGMOD | 0.00015147831 |
| 1,507 | Overview of Data Exploration Techniques | 2015 | SIGMOD | 0.00011594294 |
| 2,126 | IDEBench: A Benchmark for Interactive Data Exploration | 2020 | SIGMOD | 9.4814404e-05 |
| 2,318 | On Improving User Response Times in Tableau | 2015 | SIGMOD | 9.04679e-05 |
| 4,032 | Spatial Online Sampling and Aggregation | 2016 | VLDB | 6.5131946e-05 |
| 6,840 | Towards Democratizing Relational Data Visualization | 2019 | SIGMOD | 4.9058387e-05 |
| 8,685 | Wander Join: Online Aggregation for Joins | 2016 | SIGMOD | 4.4624568e-05 |
| 8,793 | Interactive Search and Exploration of Waveform Data with Searchlight | 2016 | SIGMOD | 4.4451394e-05 |
| 11,726 | Crowdsourcing Analytics with CrowdCur | 2018 | SIGMOD | 4.1905499e-05 |
| 11,735 | Sherlock: A System for Interactive Summarization of Large Text Collections | 2018 | VLDB | 4.1905499e-05 |
| 11,921 | STORM: Spatio-Temporal Online Reasoning and Management of Large Spatio-Temporal Data | 2015 | SIGMOD | 4.1905499e-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 | 0.0024217964 |
| 14 | Online Aggregation | 1997 | SIGMOD | 0.0010813443 |
| 22 | SCOPE: Easy and Efficient Parallel Processing of Massive Data Sets | 2008 | VLDB | 0.00084679526 |
| 1,025 | Query Steering for Interactive Data Exploration | 2013 | CIDR | 0.00014600179 |
| 1,050 | A Common Database Approach for OLTP and OLAP Using an In-Memory Column Database | 2009 | SIGMOD | 0.00014425459 |
| 1,151 | Blink and It's Done: Interactive Queries on Very Large Data | 2012 | VLDB | 0.00013634671 |
| 2,413 | VizQL: A Language for Query, Analysis and Visualization | 2006 | SIGMOD | 8.8591003e-05 |
| 2,614 | i3: Intelligent, Interactive Investigation of OLAP data cubes | 2000 | SIGMOD | 8.4538942e-05 |
| 4,037 | Interactive Analysis of Web-Scale Data | 2009 | CIDR | 6.5076279e-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 | 0.0001124095 |
| 10,906 | The Moments Method for Approximate Data Cube Queries | 2024 | PODS | 4.1905499e-05 |
| 2,318 | On Improving User Response Times in Tableau | 2015 | SIGMOD | 9.04679e-05 |
| 4,037 | Interactive Analysis of Web-Scale Data | 2009 | CIDR | 6.5076279e-05 |
| 12,737 | Dynamic Assembly of Views in Data Cubes | 1998 | PODS | 4.1905499e-05 |
| 11 | Implementing Data Cubes Efficiently | 1996 | SIGMOD | 0.0011695087 |
| 1,193 | Fast Computation of Sparse Datacubes | 1997 | VLDB | 0.00013412915 |
| 8,353 | Cubrick: Indexing Millions of Records per Second for Interactive Analytics | 2016 | VLDB | 4.5331059e-05 |
| 7,276 | DICE: Data Discovery by Example | 2021 | VLDB | 4.773228e-05 |
| 11,414 | High-dimensional Data Cubes | 2022 | VLDB | 4.1905499e-05 |