DBScholar

Back to papers

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
ha969434a235029fb
Venue
SIGMOD
Year
2023
Pagerank
7.1536644e-05
Overall Rank
3,622 | 75.65%
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 26 of 26 citing papers.

Rank Citing Paper Year Venue Pagerank
6,694 MOST: Model-Based Compression with Outlier Storage for Time Series Data 2023 SIGMOD 5.7068014e-05
7,255 Showcasing Data Management Challenges for Future IoT Applications with NebulaStream 2023 VLDB 5.5725581e-05
7,531 Time Series Representation for Visualization in Apache IoTDB 2024 SIGMOD 5.5008425e-05
8,640 Mnemosyne: Dynamic Workload-Aware BF Tuning via Accurate Statistics in LSM trees 2025 SIGMOD 5.2972383e-05
9,138 Distance-based Outlier Query Optimization in Apache IoTDB 2024 VLDB 5.2215566e-05
9,243 TsQuality: Measuring Time Series Data Quality in Apache IoTDB 2023 VLDB 5.2056825e-05
9,314 Apache TsFile: An IoT-native Time Series File Format 2024 VLDB 5.1959394e-05
9,570 Determining Exact Quantiles with Randomized Summaries 2024 SIGMOD 5.1571823e-05
9,872 Clean4TSDB: A Data Cleaning Tool for Time Series Databases 2024 VLDB 5.1176637e-05
9,874 MTSClean: Efficient Constraint-based Cleaning for Multi-Dimensional Time Series Data 2024 VLDB 5.1176637e-05
10,131 Optimizing Time Series Queries with Versions 2024 SIGMOD 5.0751052e-05
10,459 FLEA: Frequency-based Lossless Encoding Algorithm for Periodic Time Series 2026 SIGMOD 4.9793485e-05
10,510 The Power of Anomaly Detection in Predictive Maintenance: [Experiments & Analysis] 2026 SIGMOD 4.9793485e-05
10,554 Cleaning Time Series under Seasonal and Trend Constraints 2026 SIGMOD 4.9793485e-05
10,579 LSM-Raft: Optimizing Raft for LSM-tree Store 2026 SIGMOD 4.9793485e-05
10,651 Improving LZ4 for Effective Compression and Efficient Query 2026 SIGMOD 4.9793485e-05
10,760 KDSelector: A Framework of Knowledge-Enhanced and Data-Efficient Selector Learning for Anomaly Detection Model Selection in Time Series 2026 VLDB 4.9793485e-05
11,109 Largest Triangle Sampling for Visualizing Time Series in Database 2025 SIGMOD 4.9793485e-05
11,116 Randomized Sketches for Quantile in LSM-tree based Store 2025 SIGMOD 4.9793485e-05
11,246 Migration-Free Elastic Storage of Time Series in Apache IoTDB 2025 VLDB 4.9793485e-05
11,315 Improving Time Series Data Compression in Apache IoTDB 2025 VLDB 4.9793485e-05
11,435 bNDCRepair: Cleaning both Data Errors and Inaccurate Constraints on Numerical Sequential Data 2025 VLDB 4.9793485e-05
11,586 On Reducing Space Amplification with Multi-Column Compaction in Apache IoTDB 2024 VLDB 4.9793485e-05
11,616 Lindorm-UWC: An Ultra-Wide-Column Database for Internet of Vehicles 2024 VLDB 4.9793485e-05
11,657 Scalable Model-Based Management of Massive High Frequency Wind Turbine Data with ModelarDB 2024 VLDB 4.9793485e-05
11,659 TUCKET: A Tensor Time Series Data Structure for Efficient and Accurate Factor Analysis over Time Ranges 2024 VLDB 4.9793485e-05
Previous Page 1 / 1 Next

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
23 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00055406774
59 Differential Files: Their Application To The Maintenance Of Large Data Bases 1976 SIGMOD 0.00039605949
148 Gorilla: A Fast, Scalable, In-Memory Time Series Database 2015 VLDB 0.0002900671
1,236 Druid: A Real-time Analytical Data Store 2014 SIGMOD 0.00011402848
1,637 Apache IoTDB: Time-series Database for Internet of Things 2020 VLDB 0.00010013276
1,911 ModelarDB: Modular Model-Based Time Series Management with Spark and Cassandra 2018 VLDB 9.3912399e-05
2,689 Major Technical Advancements in Apache Hive 2014 SIGMOD 8.1264718e-05
2,919 Monarch: Google’s Planet-Scale In-Memory Time Series Database 2020 VLDB 7.8548399e-05
2,971 Time Series Data Cleaning: From Anomaly Detection to Anomaly Repairing 2017 VLDB 7.7971821e-05
3,613 Plato: Approximate Analytics over Compressed Time Series with Tight Deterministic Error Guarantees 2020 VLDB 7.162283e-05
4,859 Time Series Data Encoding for Efficient Storage: A Comparative Analysis in Apache IoTDB 2022 VLDB 6.3793334e-05
5,107 Sequential Data Cleaning: A Statistical Approach 2016 SIGMOD 6.2701436e-05
6,306 SCREEN: Stream Data Cleaning under Speed Constraints 2015 SIGMOD 5.8179005e-05
7,173 Frequency Domain Data Encoding in Apache IoTDB 2023 VLDB 5.5938712e-05
7,463 Time Series Data Validity 2023 SIGMOD 5.5204457e-05
8,539 Why Not Match: On Explanations of Event Pattern Queries 2021 SIGMOD 5.3200136e-05
9,379 On Repairing Timestamps for Regular Interval Time Series 2022 VLDB 5.1868213e-05
11,696 Grouping Time Series for Efficient Columnar Storage 2023 SIGMOD 4.9793485e-05
11,844 Confidence Bounded Replica Currency Estimation 2022 SIGMOD 4.9793485e-05
12,007 Approximating Median Absolute Deviation with Bounded Error 2021 VLDB 4.9793485e-05
Previous Page 1 / 1 Next

Semantically Similar Papers