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DRPQ: Distributed Evaluation of Regular Path Queries On Streaming Graphs

Summary: DRPQ introduces a distributed RPQ execution for streaming graphs by decomposing queries into initial-match-based partial tasks and dynamically load-balancing them across workers. A task-grouping heuristic co-locates tasks that share evaluation to reduce redundancy and nearly double throughput vs prior distributed streaming approaches. (summarized by gpt-5-mini on Feb 11 2026)

Paper ID
hf2e9394d4cd8be6d
Venue
SIGMOD
Year
2026
Pagerank
4.9769913e-05
Overall Rank
10,572 | 28.95%
DOI
10.1145/3769782

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Authors

BibTeX Citation

@inproceedings{zhang_sigmod26,
        title = {{DRPQ: Distributed Evaluation of Regular Path Queries On Streaming Graphs}},
        author = {Zhang, Siyuan and Zhang, Kai and He, Zhenying and Jing, Yinan and Zhao, Zhigang and Wang, X. Sean},
        series = {{SIGMOD} '26},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3769782},
        url = {https://dl.acm.org/doi/10.1145/3769782},
        year = {2026}
}

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Outgoing Citations (Sorted by Pagerank)

Showing 17 of 17 cited papers.

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

Rank Cited Paper Year Venue Pagerank
305 A Graphical Query Language Supporting Recursion 1987 SIGMOD 0.00021580917
720 Querying Graph Databases 2013 PODS 0.00014522278
860 G-CORE: A Core for Future Graph Query Languages 2018 SIGMOD 0.00013401414
937 Real-time Constrained Cycle Detection in Large Dynamic Graphs 2018 VLDB 0.00012971451
1,443 The More the Merrier: Efficient Multi-Source Graph Traversal 2015 VLDB 0.00010634797
1,850 Reachability Queries on Large Dynamic Graphs: A Total Order Approach 2014 SIGMOD 9.502574e-05
2,250 Streaming Graph Partitioning: An Experimental Study 2018 VLDB 8.7533947e-05
2,258 Regular Path Query Evaluation on Streaming Graphs 2020 SIGMOD 8.7393197e-05
2,669 Sliding Window-based Approximate Triangle Counting over Streaming Graphs with Duplicate Edges 2021 SIGMOD 8.1492816e-05
3,523 Efficiently Answering Regular Simple Path Queries on Large Labeled Networks 2019 SIGMOD 7.2309001e-05
4,607 Worst-Case Optimal Graph Joins in Almost No Space 2021 SIGMOD 6.501689e-05
5,054 On the Optimization of Recursive Relational Queries: Application to Graph Queries 2020 SIGMOD 6.2946294e-05
5,559 Representing Paths in Graph Database Pattern Matching 2023 VLDB 6.082972e-05
6,770 DLCR: Efficient Indexing for Label-Constrained Reachability Queries on Large Dynamic Graphs 2022 VLDB 5.6845157e-05
8,218 LM-SRPQ: Efficiently Answering Regular Path Query in Streaming Graphs 2024 VLDB 5.3747366e-05
8,677 MWP: Multi-Window Parallel Evaluation of Regular Path Queries on Streaming Graphs 2024 SIGMOD 5.2892731e-05
9,149 Materialized View Selection & View-Based Query Planning for Regular Path Queries 2024 SIGMOD 5.2189284e-05
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