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Real-time Distributed Co-Movement Pattern Detection on Streaming Trajectories

Summary: Flink-based framework for real-time, distributed co-movement detection on unbounded trajectory streams. Two-layer-indexed range joins accelerate clustering, while FBA/VBA partitioning, bit compression, and candidate enumeration reduce pattern search from exponential to linear. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
12006
Venue
VLDB
Year
2019
Pagerank
5.7470112e-05
Overall Rank
6,880 | 52.80%
DOI
10.14778/3339490.3339502

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{chen_vldb19,
        title = {{Real-time Distributed Co-Movement Pattern Detection on Streaming Trajectories}},
        author = {Chen, Lu and Gao, Yunjun and Fang, Ziquan and Miao, Xiaoye and Jensen, Christian S. and Guo, Chenjuan},
        journal = {PVLDB},
        series = {{VLDB} '19},
        volume = {12},
        number = {10},
        pages = {1208--1220},
        doi = {10.14778/3339490.3339502},
        url = {https://doi.org/10.14778/3339490.3339502},
        year = {2019}
}

Incoming Citations (Sorted by Pagerank)

Showing 6 of 6 citing papers.

Rank Citing Paper Year Venue Pagerank
6,953 Trajectory Similarity Measurement: An Efficiency Perspective 2024 VLDB 5.7303405e-05
8,734 Ghost: A General Framework for High-Performance Online Similarity Queries over Distributed Trajectory Streams 2023 SIGMOD 5.3766157e-05
9,023 CoMing: A Real-time Co-Movement Mining System for Streaming Trajectories 2020 SIGMOD 5.3299884e-05
9,894 Co-movement Pattern Mining from Videos 2024 VLDB 5.1997534e-05
10,791 High-Throughput Ingestion for Video Warehouse: Comprehensive Configuration and Effective Exploration 2025 SIGMOD 5.093636e-05
10,841 Mining Platoon Patterns from Traffic Videos 2025 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 9 of 9 cited papers.

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

Rank Cited Paper Year Venue Pagerank
4 The R*-tree: An Efficient and Robust Access Method for Points and Rectangles 1990 SIGMOD 0.001157935
565 Efficient Pattern Matching over Event Streams 2008 SIGMOD 0.00016445548
907 A Framework for Clustering Evolving Data Streams 2003 VLDB 0.00013309819
1,353 SPADE: The System S Declarative Stream Processing Engine 2008 SIGMOD 0.00011061346
1,755 Swarm: Mining Relaxed Temporal Moving Object Clusters 2010 VLDB 9.8211863e-05
1,885 Discovery of Convoys in Trajectory Databases 2008 VLDB 9.5362394e-05
1,993 Epsilon Grid Order: An Algorithm for the Similarity Join on Massive High-Dimensional Data 2001 SIGMOD 9.3421788e-05
3,645 A General and Parallel Platform for Mining Co-Movement Patterns over Large-scale Trajectories 2017 VLDB 7.2293286e-05
8,704 Interactive Visual Exploration of Neighbor-Based Patterns in Data Streams 2010 SIGMOD 5.3809865e-05
Previous Page 1 / 1 Next

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