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Lindorm TSDB: A Cloud-native Time-series Database for Large-scale Monitoring Systems

Summary: Cloud-native Lindorm TSDB: distributed TSDB optimized for massive active metrics, high write throughput, low multi-metric query latency, and stable performance during node scaling. Unique SQL-exposed time-series ML (anomaly detection, forecasting) and superior benchmarks. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
13389
Venue
VLDB
Year
2023
Pagerank
5.214913e-05
Overall Rank
9,817 | 32.65%
DOI
10.14778/3611540.3611559

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{shen_vldb23,
        title = {{Lindorm TSDB: A Cloud-native Time-series Database for Large-scale Monitoring Systems}},
        author = {Shen, Chunhui and Ouyang, Qianyu and Li, Feibo and Liu, Zhipeng and Zhu, Longcheng and Zou, Yujie and Su, Qing and Yu, Tianhuan and Yi, Yi and Hu, Jianhong and Zheng, Cen and Wen, Bo and Zheng, Hanbang and Xu, Lunfan and Pan, Sicheng and Wu, Bin and He, Xiao and Li, Ye and Tan, Jian and Wang, Sheng and Pei, Dan and Zhang, Wei and Li, Feifei},
        journal = {PVLDB},
        series = {{VLDB} '23},
        volume = {16},
        number = {12},
        pages = {3715--3727},
        doi = {10.14778/3611540.3611559},
        url = {https://doi.org/10.14778/3611540.3611559},
        year = {2023}
}

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank Citing Paper Year Venue Pagerank
10,258 Kangaroo: Efficient Lossless Floating-Point Compression via Dynamic Reference Selection 2026 SIGMOD 5.093636e-05
10,865 Approximation-First Timeseries Query At Scale 2025 VLDB 5.093636e-05
11,294 Lindorm-UWC: An Ultra-Wide-Column Database for Internet of Vehicles 2024 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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

Rank Cited Paper Year Venue Pagerank
148 Gorilla: A Fast, Scalable, In-Memory Time Series Database 2015 VLDB 0.00029250767
445 Apache Calcite: A Foundational Framework for Optimized Query Processing Over Heterogeneous Data Sources 2018 SIGMOD 0.00018336751
818 Amazon Redshift Re-invented 2022 SIGMOD 0.00013822916
1,608 Apache IoTDB: Time-series Database for Internet of Things 2020 VLDB 0.00010227331
2,293 Extending Relational Query Processing with ML Inference 2020 CIDR 8.7949378e-05
3,123 Monarch: Google’s Planet-Scale In-Memory Time Series Database 2020 VLDB 7.7354933e-05
3,326 Timon: A Timestamped Event Database for Efficient Telemetry Data Processing and Analytics 2020 SIGMOD 7.5187553e-05
3,692 Db2 Event Store: A Purpose-Built IoT Database Engine 2020 VLDB 7.199318e-05
7,208 TimeUnion: An Efficient Architecture with Unified Data Model for Timeseries Management Systems on Hybrid Cloud Storage 2022 SIGMOD 5.6727339e-05
8,517 OneShotSTL: One-Shot Seasonal-Trend Decomposition For Online Time Series Anomaly Detection And Forecasting 2023 VLDB 5.4119882e-05
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# Overall Rank Paper Year Venue
1 11,538 Scalable Time Series Compound Infrastructure 2022 SIGMOD
2 7,208 TimeUnion: An Efficient Architecture with Unified Data Model for Timeseries Management Systems on Hybrid Cloud Storage 2022 SIGMOD
3 1,608 Apache IoTDB: Time-series Database for Internet of Things 2020 VLDB
4 11,315 SEER: An End-to-End Toolkit for Benchmarking Time Series Database Systems in Monitoring Applications 2024 VLDB
5 1,973 ModelarDB: Modular Model-Based Time Series Management with Spark and Cassandra 2018 VLDB
6 10,667 In-Database Time Series Clustering 2025 SIGMOD
7 3,326 Timon: A Timestamped Event Database for Efficient Telemetry Data Processing and Analytics 2020 SIGMOD
8 3,793 Apache IoTDB: A Time Series Database for IoT Applications 2023 SIGMOD
9 8,959 TSM-Bench: Benchmarking Time Series Database Systems for Monitoring Applications 2023 VLDB
10 11,294 Lindorm-UWC: An Ultra-Wide-Column Database for Internet of Vehicles 2024 VLDB