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A CPU-GPU Hybrid Labelling Algorithm for Massive Shortest Distance Queries on Road Networks
Summary: G2H: CPU–GPU hybrid hop-labeling using hybrid partitioning, node reordering, and label-pruning to parallelize and balance label construction. Builds in seconds (urban) or <1 min for 6M vertices; handles hundreds of millions qps—several× faster build and ~100× query throughput vs prior art.
(summarized by gpt-5-mini on Feb 09 2026)
- Paper ID
- 14235
- Venue
- VLDB
- Year
- 2025
- Pagerank
- 4.1945683e-05
- Overall Rank
- 10,874 | 24.36%
- DOI
-
10.14778/3712221.3712241
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
Outgoing Citations (Sorted by Pagerank)
Showing 22 of 22 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 |
Pregel: A System for Large-Scale Graph Processing |
2010 |
SIGMOD |
0.0019005923 |
| 37 |
Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud |
2012 |
VLDB |
0.0007522744 |
| 260 |
Fast Exact Shortest-Path Distance Queries on Large Networks by Pruned Landmark Labeling |
2013 |
SIGMOD |
0.00030040036 |
| 376 |
TEDI: Efficient Shortest Path Query Answering on Graphs |
2010 |
SIGMOD |
0.00025097452 |
| 1,654 |
An Experimental Study on Hub Labeling based Shortest Path Algorithms |
2018 |
VLDB |
0.000109978 |
| 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 |
| 2,639 |
Scaling Distance Labeling on Small-World Networks |
2019 |
SIGMOD |
8.3975113e-05 |
| 3,342 |
P2H: Efficient Distance Querying on Road Networks by Projected Vertex Separators |
2021 |
SIGMOD |
7.197276e-05 |
| 4,111 |
Effective Caching of Shortest Paths for Location-Based Services |
2012 |
SIGMOD |
6.4427171e-05 |
| 5,035 |
Scaling Up Distance Labeling on Graphs with Core-Periphery Properties |
2020 |
SIGMOD |
5.7470184e-05 |
| 5,680 |
Parallel Personalized PageRank on Dynamic Graphs |
2018 |
VLDB |
5.3734643e-05 |
| 5,949 |
Hybrid Edge Partitioner: Partitioning Large Power-Law Graphs under Memory Constraints |
2021 |
SIGMOD |
5.2595857e-05 |
| 6,494 |
An Experimental Evaluation and Guideline for Path Finding in Weighted Dynamic Network |
2021 |
VLDB |
5.0417258e-05 |
| 6,503 |
Progressive Top-K Nearest Neighbors Search in Large Road Networks |
2020 |
SIGMOD |
5.0357715e-05 |
| 6,594 |
Hierarchical Cut Labelling – Scaling Up Distance Queries on Road Networks |
2023 |
SIGMOD |
4.999751e-05 |
| 7,441 |
BatchHL: Answering Distance Queries on Batch-Dynamic Networks at Scale |
2022 |
SIGMOD |
4.7302202e-05 |
| 7,444 |
Efficient Label-Constrained Shortest Path Queries on Road Networks: A Tree Decomposition Approach |
2022 |
VLDB |
4.7281454e-05 |
| 7,712 |
Accelerating Exact Constrained Shortest Paths on GPUs |
2021 |
VLDB |
4.6715558e-05 |
| 8,967 |
Planting Trees for scalable and efficient Canonical Hub Labeling |
2020 |
VLDB |
4.4190656e-05 |
| 9,089 |
Efficient Distributed Hop-Constrained Path Enumeration on Large-Scale Graphs |
2024 |
SIGMOD |
4.39898e-05 |
| 9,205 |
FHL-Cube: Multi-Constraint Shortest Path Querying with Flexible Combination of Constraints |
2022 |
VLDB |
4.3736393e-05 |
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Efficient Label-Constrained Shortest Path Queries on Road Networks: A Tree Decomposition Approach |
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Hierarchical Cut Labelling – Scaling Up Distance Queries on Road Networks |
2023 |
SIGMOD |
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2021 |
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| 2,201 |
When Hierarchy Meets 2-Hop-Labeling: Efficient Shortest Distance Queries on Road Networks |
2018 |
SIGMOD |
9.3048105e-05 |