Combining Databases and Signal Processing in Plato
Summary: Plato: an extensible DBMS that uses signal-processing to infer statistical models of spatiotemporal sensor measurements as noisy, incomplete samples of an underlying ground truth. Queries run over models (not raw readings), yielding strong compression, faster execution, and higher-quality results via explicit signal/noise separation. (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 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,267 | ModelarDB: Modular Model-Based Time Series Management with Spark and Cassandra | 2018 | VLDB | 9.1519895e-05 |
| 4,420 | ASAP: Prioritizing Attention via Time Series Smoothing | 2017 | VLDB | 6.2011459e-05 |
| 5,071 | Time Series Data Encoding for Efficient Storage: A Comparative Analysis in Apache IoTDB | 2022 | VLDB | 5.7188461e-05 |
| 7,395 | MOST: Model-Based Compression with Outlier Storage for Time Series Data | 2023 | SIGMOD | 4.7420041e-05 |
| 8,922 | Enabling Signal Processing over Data Streams | 2017 | SIGMOD | 4.427232e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 14 | Online Aggregation | 1997 | SIGMOD | 0.0010801504 |
| 140 | The MADlib Analytics Library or MAD Skills, the SQL | 2012 | VLDB | 0.00042270404 |
| 469 | MauveDB: Supporting Model-based User Views in Database Systems | 2006 | SIGMOD | 0.00022406923 |
| 477 | Model-Driven Data Acquisition in Sensor Networks | 2004 | VLDB | 0.00022221803 |
| 1,569 | Querying Continuous Functions in a Database System | 2008 | SIGMOD | 0.0001132337 |
| 2,118 | Using Probabilistic Models for Data Management in Acquisitional Environments | 2005 | CIDR | 9.5100739e-05 |
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