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Efficient Label-Constrained Shortest Path Queries on Road Networks: A Tree Decomposition Approach

Summary: Proposes LSD-Index, a tree-decomposition-based index for label-constrained shortest-path queries in road networks. Demonstrates orders-of-magnitude speedups, reduced index space, and scalable parallel index construction on large-scale networks (e.g., USA road network). (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
12941
Venue
VLDB
Year
2022
Pagerank
4.7281454e-05
Overall Rank
7,444 | 48.22%
DOI
10.14778/3494124.3494148

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Showing 14 of 14 cited papers.

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

Rank Cited Paper Year Venue Pagerank
376 TEDI: Efficient Shortest Path Query Answering on Graphs 2010 SIGMOD 0.00025097452
1,170 Shortest Path and Distance Queries on Road Networks: An Experimental Evaluation 2012 VLDB 0.00013511856
1,230 Graph Indexing of Road Networks for Shortest Path Queries with Label Restrictions 2011 VLDB 0.00013150837
1,654 An Experimental Study on Hub Labeling based Shortest Path Algorithms 2018 VLDB 0.000109978
1,690 Shortest Path and Distance Queries on Road Networks: Towards Bridging Theory and Practice 2013 SIGMOD 0.00010904736
2,201 When Hierarchy Meets 2-Hop-Labeling: Efficient Shortest Distance Queries on Road Networks 2018 SIGMOD 9.3048105e-05
2,547 Efficient Shortest Path Index Maintenance on Dynamic Road Networks with Theoretical Guarantees 2020 VLDB 8.5683079e-05
2,957 Computing Label-Constraint Reachability in Graph Databases 2010 SIGMOD 7.8198686e-05
3,213 Landmark Indexing for Evaluation of Label-Constrained Reachability Queries 2017 SIGMOD 7.3669794e-05
4,745 Graph Indexing for Shortest-Path Finding over Dynamic Sub-Graphs 2016 SIGMOD 5.9573154e-05
5,035 Scaling Up Distance Labeling on Graphs with Core-Periphery Properties 2020 SIGMOD 5.7470184e-05
5,751 Effective and Efficient Dynamic Graph Coloring 2018 VLDB 5.3409543e-05
6,428 An Experimental Evaluation of Point-of-interest Recommendation in Location-based Social Networks 2017 VLDB 5.0668968e-05
6,795 Answering Billion-Scale Label-Constrained Reachability Queries within Microsecond 2020 VLDB 4.9242446e-05
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