OM3: An Ordered Multi-level Min-Max Representation for Interactive Progressive Visualization of Time Series

Summary: OM3 offers a min-max representation for time series enabling progressive visualization with error-free line rendering via line segments. Incremental tree-based query strategy yields sub-300 ms latency and up to 1,000x speedups vs InfluxDB baselines. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 6648
Venue: SIGMOD
Year: 2023
Pagerank: 5.2280784e-05
Overall Rank: 6,069 | 57.78%
DOI: 10.1145/3589290

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
6,296	Visualization-aware Time Series Min-Max Caching with Error Bound Guarantees	2024	VLDB	5.1249171e-05
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
10,884	Representative Time Series Discovery for Data Exploration	2025	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
405	Approximate Query Processing Using Wavelets	2000	VLDB	0.00024057494
991	Effortless Data Exploration with zenvisage: An Expressive and Interactive Visual Analytics System	2017	VLDB	0.00014807273
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
3,835	I've Seen "Enough": Incrementally Improving Visualizations to Support Rapid Decision Making	2017	VLDB	6.7163364e-05
5,770	ShapeSearch: A Flexible and Efficient System for Shape-based Exploration of Trendlines	2020	SIGMOD	5.3328309e-05
7,219	Continuous Prefetch for Interactive Data Applications	2020	SIGMOD	4.7981464e-05

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4,755	Indexing for Interactive Exploration of Big Data Series	2014	SIGMOD	5.946863e-05
10,380	Largest Triangle Sampling for Visualizing Time Series in Database	2025	SIGMOD	4.1945683e-05
3,835	I've Seen "Enough": Incrementally Improving Visualizations to Support Rapid Decision Making	2017	VLDB	6.7163364e-05
8,895	Fast and Adaptive Indexing of Multi-Dimensional Observational Data	2016	VLDB	4.427268e-05
9,619	Faster Visual Analytics through Pixel-Perfect Aggregation	2014	VLDB	4.3170809e-05
10,127	Visualization-Oriented Progressive Time Series Transformation	2026	SIGMOD	4.1945683e-05
8,434	Time Series Representation for Visualization in Apache IoTDB	2024	SIGMOD	4.5141748e-05
1,805	M4: A Visualization-Oriented Time Series Data Aggregation	2014	VLDB	0.00010493299
6,296	Visualization-aware Time Series Min-Max Caching with Error Bound Guarantees	2024	VLDB	5.1249171e-05