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Apache IoTDB: A Time Series Database for IoT Applications

Summary: IoTDB is a time-series DB for IoT with evolving schemas, periodic data, correlated series, delayed arrivals, and high ingestion. TsFile and the IoTDB engine reach 10M inserts/sec and ~100 ms queries on multi-year workloads, outperforming InfluxDB, TimescaleDB, KairosDB, Parquet, ORC. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
6760
Venue
SIGMOD
Year
2023
Pagerank
7.1217835e-05
Overall Rank
3,793 | 73.98%
DOI
10.1145/3589775

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{wang_sigmod23,
        title = {{Apache IoTDB: A Time Series Database for IoT Applications}},
        author = {Wang, Chen and Qiao, Jialin and Huang, Xiangdong and Song, Shaoxu and Hou, Haonan and Jiang, Tian and Rui, Lei and Wang, Jianmin and Sun, Jiaguang},
        series = {{SIGMOD} '23},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3589775},
        url = {https://dl.acm.org/doi/10.1145/3589775},
        year = {2023}
}

Incoming Citations (Sorted by Pagerank)

Showing 25 of 25 citing papers.

Rank Citing Paper Year Venue Pagerank
6,590 MOST: Model-Based Compression with Outlier Storage for Time Series Data 2023 SIGMOD 5.8316635e-05
7,108 Showcasing Data Management Challenges for Future IoT Applications with NebulaStream 2023 VLDB 5.7004611e-05
8,409 Time Series Representation for Visualization in Apache IoTDB 2024 SIGMOD 5.4311904e-05
8,475 Mnemosyne: Dynamic Workload-Aware BF Tuning via Accurate Statistics in LSM trees 2025 SIGMOD 5.4171036e-05
8,973 Distance-based Outlier Query Optimization in Apache IoTDB 2024 VLDB 5.3414033e-05
9,066 TsQuality: Measuring Time Series Data Quality in Apache IoTDB 2023 VLDB 5.3251649e-05
9,156 Apache TsFile: An IoT-native Time Series File Format 2024 VLDB 5.3119028e-05
9,386 Determining Exact Quantiles with Randomized Summaries 2024 SIGMOD 5.2755515e-05
9,697 Clean4TSDB: A Data Cleaning Tool for Time Series Databases 2024 VLDB 5.2351259e-05
9,699 MTSClean: Efficient Constraint-based Cleaning for Multi-Dimensional Time Series Data 2024 VLDB 5.2351259e-05
9,947 Optimizing Time Series Queries with Versions 2024 SIGMOD 5.1915905e-05
10,245 FLEA: Frequency-based Lossless Encoding Algorithm for Periodic Time Series 2026 SIGMOD 5.093636e-05
10,298 The Power of Anomaly Detection in Predictive Maintenance: [Experiments & Analysis] 2026 SIGMOD 5.093636e-05
10,353 Cleaning Time Series under Seasonal and Trend Constraints 2026 SIGMOD 5.093636e-05
10,383 LSM-Raft: Optimizing Raft for LSM-tree Store 2026 SIGMOD 5.093636e-05
10,464 Improving LZ4 for Effective Compression and Efficient Query 2026 SIGMOD 5.093636e-05
10,668 Largest Triangle Sampling for Visualizing Time Series in Database 2025 SIGMOD 5.093636e-05
10,675 Randomized Sketches for Quantile in LSM-tree based Store 2025 SIGMOD 5.093636e-05
10,840 Migration-Free Elastic Storage of Time Series in Apache IoTDB 2025 VLDB 5.093636e-05
10,923 Improving Time Series Data Compression in Apache IoTDB 2025 VLDB 5.093636e-05
11,079 bNDCRepair: Cleaning both Data Errors and Inaccurate Constraints on Numerical Sequential Data 2025 VLDB 5.093636e-05
11,257 On Reducing Space Amplification with Multi-Column Compaction in Apache IoTDB 2024 VLDB 5.093636e-05
11,294 Lindorm-UWC: An Ultra-Wide-Column Database for Internet of Vehicles 2024 VLDB 5.093636e-05
11,339 Scalable Model-Based Management of Massive High Frequency Wind Turbine Data with ModelarDB 2024 VLDB 5.093636e-05
11,341 TUCKET: A Tensor Time Series Data Structure for Efficient and Accurate Factor Analysis over Time Ranges 2024 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 20 of 20 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
59 Differential Files: Their Application To The Maintenance Of Large Data Bases 1976 SIGMOD 0.00040060625
148 Gorilla: A Fast, Scalable, In-Memory Time Series Database 2015 VLDB 0.00029250767
1,242 Druid: A Real-time Analytical Data Store 2014 SIGMOD 0.00011516162
1,608 Apache IoTDB: Time-series Database for Internet of Things 2020 VLDB 0.00010227331
1,973 ModelarDB: Modular Model-Based Time Series Management with Spark and Cassandra 2018 VLDB 9.3673522e-05
2,706 Major Technical Advancements in Apache Hive 2014 SIGMOD 8.2287564e-05
2,995 Time Series Data Cleaning: From Anomaly Detection to Anomaly Repairing 2017 VLDB 7.8750141e-05
3,123 Monarch: Google’s Planet-Scale In-Memory Time Series Database 2020 VLDB 7.7354933e-05
3,595 Plato: Approximate Analytics over Compressed Time Series with Tight Deterministic Error Guarantees 2020 VLDB 7.2736195e-05
4,762 Time Series Data Encoding for Efficient Storage: A Comparative Analysis in Apache IoTDB 2022 VLDB 6.519484e-05
4,994 Sequential Data Cleaning: A Statistical Approach 2016 SIGMOD 6.4092706e-05
6,186 SCREEN: Stream Data Cleaning under Speed Constraints 2015 SIGMOD 5.9487817e-05
7,033 Frequency Domain Data Encoding in Apache IoTDB 2023 VLDB 5.7222622e-05
7,314 Time Series Data Validity 2023 SIGMOD 5.6471526e-05
8,388 Why Not Match: On Explanations of Event Pattern Queries 2021 SIGMOD 5.4364073e-05
9,199 On Repairing Timestamps for Regular Interval Time Series 2022 VLDB 5.3058708e-05
11,381 Grouping Time Series for Efficient Columnar Storage 2023 SIGMOD 5.093636e-05
11,535 Confidence Bounded Replica Currency Estimation 2022 SIGMOD 5.093636e-05
11,703 Approximating Median Absolute Deviation with Bounded Error 2021 VLDB 5.093636e-05
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