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Lindorm-UWC: An Ultra-Wide-Column Database for Internet of Vehicles

Summary: Empirical study of real-world IoV workloads reveals extreme high-throughput, multi-metric writes that challenge conventional DBMS designs. Lindorm-UWC uses per-partition ultra-wide-column storage with cold/hot separation to handle multi-metric ingestion, achieving ~79% higher write throughput, competitive query performance, and tens of PB in production. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
13799
Venue
VLDB
Year
2024
Pagerank
5.093636e-05
Overall Rank
11,294 | 22.52%
DOI
10.14778/3685800.3685831

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

BibTeX Citation

@article{ouyang_vldb24,
        title = {{Lindorm-UWC: An Ultra-Wide-Column Database for Internet of Vehicles}},
        author = {Ouyang, Qianyu and Shen, Chunhui and Yang, Wenlong and Yu, Peng and Xiao, Qiang and Lei, Jianhui and Chen, Yadong and Zhong, Qilu and Wang, Xiang and Lin, Yong and Meng, Qingyi and Ji, Zhicheng and Meng, Wei and Zheng, Cen and Wang, Sheng and Pei, Dan and Zhang, Wei and Li, Feifei and Zhou, Jingren},
        journal = {PVLDB},
        series = {{VLDB} '24},
        volume = {17},
        number = {12},
        pages = {4117--4129},
        doi = {10.14778/3685800.3685831},
        url = {https://doi.org/10.14778/3685800.3685831},
        year = {2024}
}

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 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
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Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 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
271 TiDB: A Raft-based HTAP Database 2020 VLDB 0.00022703024
1,347 X-Engine: An Optimized Storage Engine for Large-scale E-commerce Transaction Processing 2019 SIGMOD 0.00011073571
3,692 Db2 Event Store: A Purpose-Built IoT Database Engine 2020 VLDB 7.199318e-05
3,793 Apache IoTDB: A Time Series Database for IoT Applications 2023 SIGMOD 7.1217835e-05
3,802 Leaper: A Learned Prefetcher for Cache Invalidation in LSM-tree based Storage Engines 2020 VLDB 7.1115502e-05
4,102 Alibaba Hologres: A Cloud-Native Service for Hybrid Serving/Analytical Processing 2020 VLDB 6.8993947e-05
5,477 PolarDB-IMCI: A Cloud-Native HTAP Database System at Alibaba 2023 SIGMOD 6.2051869e-05
7,208 TimeUnion: An Efficient Architecture with Unified Data Model for Timeseries Management Systems on Hybrid Cloud Storage 2022 SIGMOD 5.6727339e-05
8,360 SA-LSM: Optimize Data Layout for LSM-tree Based Storage using Survival Analysis 2022 VLDB 5.4444442e-05
9,817 Lindorm TSDB: A Cloud-native Time-series Database for Large-scale Monitoring Systems 2023 VLDB 5.214913e-05
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