ModelarDB: Modular Model-Based Time Series Management with Spark and Cassandra
Summary: Introduces ModelarDB, a modular TSMS storing time series as models for fast ingestion, compression, and online queries. Provides adaptive multi-model compression within error bounds, predicate pushdown to a key-value store, and code-generated projections on Spark/Cassandra, with graceful degradation under outliers. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Søren Kejser Jensen (Aalborg University)
- 2. Torben Bach Pedersen (Aalborg University)
- 3. Christian Thomsen (Aalborg University)
BibTeX Citation
@article{jensen_vldb18,
title = {{ModelarDB: Modular Model-Based Time Series Management with Spark and Cassandra}},
author = {Jensen, Søren Kejser and Pedersen, Torben Bach and Thomsen, Christian},
journal = {PVLDB},
series = {{VLDB} '18},
volume = {11},
number = {11},
pages = {1688--1701},
doi = {10.14778/3236187.3236215},
url = {https://doi.org/10.14778/3236187.3236215},
year = {2018}
}Incoming Citations (Sorted by Pagerank)
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 24 | Spark SQL: Relational Data Processing in Spark | 2015 | SIGMOD | 0.00054865648 |
| 148 | Gorilla: A Fast, Scalable, In-Memory Time Series Database | 2015 | VLDB | 0.00029250767 |
| 408 | MauveDB: Supporting Model-based User Views in Database Systems | 2006 | SIGMOD | 0.00019008806 |
| 1,175 | Simba: Efficient In-Memory Spatial Analytics | 2016 | SIGMOD | 0.00011812263 |
| 1,437 | Querying Continuous Functions in a Database System | 2008 | SIGMOD | 0.00010790718 |
| 1,688 | Online Piece-wise Linear Approximation of Numerical Streams with Precision Guarantees | 2009 | VLDB | 0.00010003536 |
| 2,706 | Major Technical Advancements in Apache Hive | 2014 | SIGMOD | 8.2287564e-05 |
| 4,207 | Combining Databases and Signal Processing in Plato | 2015 | CIDR | 6.8325104e-05 |
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