TSM-Bench: Benchmarking Time Series Database Systems for Monitoring Applications
Summary: TSM-Bench targets monitoring-specific time-series workloads, including continuous queries, anomaly detection, and forecasting. It combines water-monitoring queries with scalable GAN/LSH-based synthetic data generation to compare seven TSDBs and expose capability trade-offs. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Abdelouahab Khelifati (University of Freiburg)
- 2. Mourad Khayati (University of Freiburg)
- 3. Anton Dignös (Free University of Bolzano)
- 4. Djellel Difallah (New York University)
- 5. Philippe Cudré-Mauroux (University of Freiburg)
BibTeX Citation
@article{khelifati_vldb23,
title = {{TSM-Bench: Benchmarking Time Series Database Systems for Monitoring Applications}},
author = {Khelifati, Abdelouahab and Khayati, Mourad and Dignös, Anton and Difallah, Djellel and Cudré-Mauroux, Philippe},
journal = {PVLDB},
series = {{VLDB} '23},
volume = {16},
number = {11},
pages = {3363--3376},
doi = {10.14778/3611479.3611532},
url = {https://doi.org/10.14778/3611479.3611532},
year = {2023}
}Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,910 | Cardinality Estimation for Similarity Search on High-Dimensional Data Objects: The Impact of Reference Objects | 2025 | VLDB | 5.1103839e-05 |
| 10,755 | A Resource-centric Analysis and Optimization of NoSQL Workloads using Distressed Resource Volume Metric | 2026 | VLDB | 4.9793485e-05 |
| 11,298 | STsCache: An Efficient Semantic Caching Scheme for Time-series Data Workloads Based on Hybrid Storage | 2025 | VLDB | 4.9793485e-05 |
| 11,315 | Improving Time Series Data Compression in Apache IoTDB | 2025 | VLDB | 4.9793485e-05 |
| 11,633 | SEER: An End-to-End Toolkit for Benchmarking Time Series Database Systems in Monitoring Applications | 2024 | VLDB | 4.9793485e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 23 of 23 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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