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cuRPQ: A High-Performance GPU-Based Framework for Processing Regular and Conjunctive Regular Path Queries

Summary: cuRPQ is the first GPU-oriented framework for RPQ and CRPQ evaluation, combining novel traversal, visited-set management, and concurrent exploration/materialization. It delivers orders-of-magnitude speedups over prior methods while avoiding GPU out-of-memory failures. (summarized by gpt-5.6-luna on Jul 26 2026)

Paper ID
7406
Venue
SIGMOD
Year
2026
Pagerank
5.093636e-05
Overall Rank
10,215 | 29.92%
DOI
10.1145/3802033

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Authors

BibTeX Citation

@inproceedings{park_sigmod26,
        title = {{cuRPQ: A High-Performance GPU-Based Framework for Processing Regular and Conjunctive Regular Path Queries}},
        author = {Park, Sungwoo and Kim, Seohyeon and Kim, Min-Soo},
        series = {{SIGMOD} '26},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3802033},
        url = {https://dl.acm.org/doi/10.1145/3802033},
        year = {2026}
}

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Outgoing Citations (Sorted by Pagerank)

Showing 23 of 23 cited papers.

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

Rank Cited Paper Year Venue Pagerank
103 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00034161428
312 A Graphical Query Language Supporting Recursion 1987 SIGMOD 0.00021733819
411 Worst-case Optimal Join Algorithms 2012 PODS 0.00018902089
422 Umbra: A Disk-Based System with In-Memory Performance 2020 CIDR 0.00018732744
530 An Analytical Study of Large SPARQL Query Logs 2018 VLDB 0.0001709169
631 Relational Joins on Graphics Processors 2008 SIGMOD 0.00015591241
747 Querying Graph Databases 2013 PODS 0.00014400452
1,114 Direct Algorithms for Computing the Transitive Closure of Database Relations 1987 VLDB 0.00012118382
1,575 Expressive Languages for Path Queries over Graph-Structured Data 2010 PODS 0.00010318258
1,836 Graph Pattern Matching in GQL and SQL/PGQ 2022 SIGMOD 9.6489549e-05
2,126 Kuzu* Graph Database Management System 2023 CIDR 9.1329991e-05
2,209 Regular Path Query Evaluation on Streaming Graphs 2020 SIGMOD 8.9437338e-05
2,607 GPU-Accelerated Subgraph Enumeration on Partitioned Graphs 2020 SIGMOD 8.3489531e-05
3,018 The LDBC Social Network Benchmark: Business Intelligence Workload 2023 VLDB 7.8473755e-05
3,102 Efficient GPU-Accelerated Subgraph Matching 2023 SIGMOD 7.7568687e-05
3,473 Efficiently Answering Regular Simple Path Queries on Large Labeled Networks 2019 SIGMOD 7.3864987e-05
3,649 Query Planning for Evaluating SPARQL Property Paths 2016 SIGMOD 7.2251335e-05
4,323 TurboGraph++: A Scalable and Fast Graph Analytics System 2018 SIGMOD 6.7608401e-05
6,718 Minimizing Conjunctive Regular Path Queries 2025 PODS 5.7951134e-05
8,190 Conjunctive Regular Path Queries under Injective Semantics 2023 PODS 5.4700577e-05
8,975 Materialized View Selection & View-Based Query Planning for Regular Path Queries 2024 SIGMOD 5.3412433e-05
9,235 Output-Sensitive Evaluation of Regular Path Queries 2025 PODS 5.3016261e-05
10,787 cuMatch: A GPU-based Memory-Efficient Worst-case Optimal Join Processing Method for Subgraph Queries with Complex Patterns 2025 SIGMOD 5.093636e-05
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