Visualization-aware Time Series Min-Max Caching with Error Bound Guarantees
Summary: MinMaxCache: in-memory adaptive min/max cache that reuses prior results and selects aggregation granularities to produce approximate multivariate series visualizations with provable error bounds. Delivers interactive latency and up to 10× speedups versus exact methods, no heavy preprocessing or extra storage, while bounding visual distortion. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,127 | Visualization-Oriented Progressive Time Series Transformation | 2026 | SIGMOD | 4.1945683e-05 |
| 10,380 | Largest Triangle Sampling for Visualizing Time Series in Database | 2025 | SIGMOD | 4.1945683e-05 |
| 10,608 | Approximation-First Timeseries Query At Scale | 2025 | VLDB | 4.1945683e-05 |
| 10,649 | STsCache: An Efficient Semantic Caching Scheme for Time-series Data Workloads Based on Hybrid Storage | 2025 | VLDB | 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 |
|---|---|---|---|---|
| 1,587 | Dynamic Prefetching of Data Tiles for Interactive Visualization | 2016 | SIGMOD | 0.00011245116 |
| 1,805 | M4: A Visualization-Oriented Time Series Data Aggregation | 2014 | VLDB | 0.00010493299 |
| 2,011 | Rapid Sampling for Visualizations with Ordering Guarantees | 2015 | VLDB | 9.7964875e-05 |
| 2,580 | Sample + Seek: Approximating Aggregates with Distribution Precision Guarantee | 2016 | SIGMOD | 8.5058814e-05 |
| 3,441 | Interactive Data Exploration Using Semantic Windows | 2014 | SIGMOD | 7.0914601e-05 |
| 3,835 | I've Seen "Enough": Incrementally Improving Visualizations to Support Rapid Decision Making | 2017 | VLDB | 6.7163364e-05 |
| 6,069 | OM3: An Ordered Multi-level Min-Max Representation for Interactive Progressive Visualization of Time Series | 2023 | SIGMOD | 5.2280784e-05 |
| 7,747 | TSCache: An Efficient Flash-based Caching Scheme for Time-series Data Workloads | 2021 | VLDB | 4.6616405e-05 |
| 9,052 | RawVis: A System for Efficient In-situ Visual Analytics | 2021 | SIGMOD | 4.4039656e-05 |
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