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Distributed Trajectory Similarity Search

Summary: Distributed framework for trajectory similarity search over massive trajectory collections. Spark-based implementation supporting Hausdorff and Fréchet distances; extensive experiments show scalable, efficient query performance against alternatives. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
11432
Venue
VLDB
Year
2017
Pagerank
0.00010593716
Overall Rank
1,776 | 87.65%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 15 of 15 citing papers.

Rank Citing Paper Year Venue Pagerank
2,192 DITA: Distributed In-Memory Trajectory Analytics 2018 SIGMOD 9.3185895e-05
5,291 Fast Subtrajectory Similarity Search in Road Networks under Weighted Edit Distance Constraints 2020 VLDB 5.5826473e-05
6,074 Pigeonring: A Principle for Faster Thresholded Similarity Search 2019 VLDB 5.2242306e-05
6,512 Trajectory Similarity Measurement: An Efficiency Perspective 2024 VLDB 5.0321577e-05
6,719 DeepTEA: Effective and Efficient Online Time-dependent Trajectory Outlier Detection 2022 VLDB 4.9504873e-05
6,910 Ratel: Interactive Analytics for Large Scale Trajectories 2019 SIGMOD 4.8925595e-05
7,021 VRE: A Versatile, Robust, and Economical Trajectory Data System 2022 VLDB 4.8581131e-05
9,494 Spatial Data Quality in the IoT Era: Management and Exploitation 2022 SIGMOD 4.3341665e-05
10,529 Revisiting CNNs for Trajectory Similarity Learning 2025 VLDB 4.1945683e-05
10,588 SimRN: Trajectory Similarity Learning in Road Networks based on Distributed Deep Reinforcement Learning 2025 VLDB 4.1945683e-05
10,709 SIMformer: Single-Layer Vanilla Transformer Can Learn Free-Space Trajectory Similarity 2025 VLDB 4.1945683e-05
10,980 BT-Tree: A Reinforcement Learning Based Index for Big Trajectory Data 2024 SIGMOD 4.1945683e-05
11,188 ST4ML: Machine Learning Oriented Spatio-Temporal Data Processing at Scale 2023 SIGMOD 4.1945683e-05
11,201 Ghost: A General Framework for High-Performance Online Similarity Queries over Distributed Trajectory Streams 2023 SIGMOD 4.1945683e-05
11,686 The Maximum Trajectory Coverage Query in Spatial Databases 2019 VLDB 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 cited papers.

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

Rank Cited Paper Year Venue Pagerank
2 R-Trees: A Dynamic Index Structure For Spatial Searching 1984 SIGMOD 0.0032169493
91 M-tree: An Efficient Access Method for Similarity Search in Metric Spaces 1997 VLDB 0.0005181666
251 Robust and Fast Similarity Search for Moving Object Trajectories 2005 SIGMOD 0.00030644658
354 Hilbert R-tree: An Improved R-tree Using Fractals 1994 VLDB 0.00026137988
358 On The Marriage of Lp-norms and Edit Distance 2004 VLDB 0.0002599481
1,126 Trajectory Clustering: A Partition-and-Group Framework 2007 SIGMOD 0.00013821443
1,435 Simba: Efficient In-Memory Spatial Analytics 2016 SIGMOD 0.00012004456
2,046 TraClass: Trajectory Classification Using Hierarchical Region-Based and Trajectory-Based Clustering 2008 VLDB 9.6920859e-05
2,850 Trajectory Simplification: On Minimizing the Direction-based Error 2015 VLDB 8.0191031e-05
3,088 Direction-Preserving Trajectory Simplification 2013 VLDB 7.5936173e-05
3,456 STMaker - A System to Make Sense of Trajectory Data 2014 VLDB 7.075962e-05
3,618 Calibrating Trajectory Data for Similarity-based Analysis 2013 SIGMOD 6.9085505e-05
4,713 SharkDB: An In-Memory Storage System for Massive Trajectory Data 2015 SIGMOD 5.9786915e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
5,291 Fast Subtrajectory Similarity Search in Road Networks under Weighted Edit Distance Constraints 2020 VLDB 5.5826473e-05
6,910 Ratel: Interactive Analytics for Large Scale Trajectories 2019 SIGMOD 4.8925595e-05
4,622 A General and Parallel Platform for Mining Co-Movement Patterns over Large-scale Trajectories 2017 VLDB 6.0416152e-05
4,112 Searching Trajectories by Locations - An Efficiency Study 2010 SIGMOD 6.4422697e-05
11,686 The Maximum Trajectory Coverage Query in Spatial Databases 2019 VLDB 4.1945683e-05
2,192 DITA: Distributed In-Memory Trajectory Analytics 2018 SIGMOD 9.3185895e-05
11,257 Efficient Non-Learning Similar Subtrajectory Search 2023 VLDB 4.1945683e-05
11,716 DITA: A Distributed In-Memory Trajectory Analytics System 2018 SIGMOD 4.1945683e-05
11,201 Ghost: A General Framework for High-Performance Online Similarity Queries over Distributed Trajectory Streams 2023 SIGMOD 4.1945683e-05
6,595 Trajectory Similarity Join in Spatial Networks 2017 VLDB 4.9993852e-05