Aquila: A High-Concurrency System for Incremental Graph Query
Summary: Aquila is a multi-core system for incremental multi-pattern graph queries that decouples queries into operators forming a matching flow and uses operator-level scheduling for performance isolation. It builds matching trees via a greedy planner and a subgraph-relation graph to share work, yielding 1–3 orders-of-magnitude speedup. (summarized by gpt-5-mini on Mar 13 2026)
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Authors
- 1. Ziqi Zou (Beijing Institute of Technology)
- 2. Hao Zhang (Huawei)
- 3. Jiaxin Yao (Beijing Institute of Technology)
- 4. Kangfei Zhao (Beijing Institute of Technology)
- 5. Zhiwei Zhang (Beijing Institute of Technology)
- 6. Sen Gao (Huawei)
- 7. Jingpeng Hao (Huawei)
- 8. Ye Yuan (Beijing Institute of Technology)
- 9. Guoren Wang (Beijing Institute of Technology)
BibTeX Citation
@article{zou_vldb26,
title = {{Aquila: A High-Concurrency System for Incremental Graph Query}},
author = {Zou, Ziqi and Zhang, Hao and Yao, Jiaxin and Zhao, Kangfei and Zhang, Zhiwei and Gao, Sen and Hao, Jingpeng and Yuan, Ye and Wang, Guoren},
journal = {PVLDB},
series = {{VLDB} '26},
volume = {19},
number = {3},
pages = {468--480},
doi = {10.14778/3778092.3778106},
url = {https://doi.org/10.14778/3778092.3778106},
year = {2026}
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