Materialized View Selection & View-Based Query Planning for Regular Path Queries
Summary: RPQ workload-aware materialized-view selection under memory budget: choose shared subqueries to minimize total query cost, despite NP-hardness. Key novelty is AODC, an AND-OR DAG with closure that captures subquery dependencies/redundancies and supports incremental view selection plus RPQ cost/cardinality estimation. (summarized by gpt-5.4-mini on May 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yue Pang (Peking University)
- 2. Lei Zou (Peking University)
- 3. Jeffrey Xu Yu (Chinese University of Hong Kong)
- 4. Linglin Yang (Peking University)
BibTeX Citation
@inproceedings{pang_sigmod24,
title = {{Materialized View Selection \& View-Based Query Planning for Regular Path Queries}},
author = {Pang, Yue and Zou, Lei and Yu, Jeffrey Xu and Yang, Linglin},
series = {{SIGMOD} '24},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3654955},
url = {https://dl.acm.org/doi/10.1145/3654955},
year = {2024}
}Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,617 | NeuSO: Neural Optimizer for Subgraph Queries | 2026 | SIGMOD | 5.2434488e-05 |
| 10,215 | cuRPQ: A High-Performance GPU-Based Framework for Processing Regular and Conjunctive Regular Path Queries | 2026 | SIGMOD | 5.093636e-05 |
| 10,361 | DRPQ: Distributed Evaluation of Regular Path Queries On Streaming Graphs | 2026 | SIGMOD | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 128 | Efficient and Extensible Algorithms for Multi Query Optimization | 2000 | SIGMOD | 0.0003072825 |
| 530 | An Analytical Study of Large SPARQL Query Logs | 2018 | VLDB | 0.0001709169 |
| 1,836 | Graph Pattern Matching in GQL and SQL/PGQ | 2022 | SIGMOD | 9.6489549e-05 |
| 2,700 | Landmark Indexing for Evaluation of Label-Constrained Reachability Queries | 2017 | SIGMOD | 8.2411888e-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 |
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| 3 | 11,225 | Efficient Regular Simple Path Queries under Transitive Restricted Expressions | 2024 | VLDB |
| 4 | 6,540 | Generating Efficient Plans for Queries Using Views | 2001 | SIGMOD |
| 5 | 9,403 | Materializing Views with Minimal Size To Answer Queries | 2003 | PODS |
| 6 | 69 | Answering Queries Using Views (Extended Abstract) | 1995 | PODS |
| 7 | 8,416 | Materialized View Selection for XQuery Workloads | 2012 | SIGMOD |
| 8 | 6,090 | Scalable Query Rewriting: A Graph-Based Approach | 2011 | SIGMOD |
| 9 | 8,143 | View Selection in Semantic Web Databases | 2012 | VLDB |
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