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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)

Paper ID
14347
Venue
VLDB
Year
2026
Pagerank
4.1905499e-05
Overall Rank
10,304 | 28.39%
DOI
10.14778/3778092.3778106

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Showing 26 of 26 cited papers.

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

Rank Cited Paper Year Venue Pagerank
1,125 Efficient Subgraph Matching by Postponing Cartesian Products 2016 SIGMOD 0.00013829006
1,334 Optimizing Subgraph Queries by Combining Binary and Worst-Case Optimal Joins 2019 VLDB 0.00012543633
1,392 Real-time Constrained Cycle Detection in Large Dynamic Graphs 2018 VLDB 0.00012224015
1,715 CECI: Compact Embedding Cluster Index for Scalable Subgraph Matching 2019 SIGMOD 0.00010776518
1,746 Graphflow: An Active Graph Database 2017 SIGMOD 0.0001069135
1,806 Incremental Graph Pattern Matching 2011 SIGMOD 0.00010478244
1,906 In-Memory Subgraph Matching: An In-depth Study 2020 SIGMOD 0.00010135267
1,948 Distributed Evaluation of Subgraph Queries Using Worst-case Optimal Low-Memory Dataflows 2018 VLDB 9.9938634e-05
2,178 Real-Time Twitter Recommendation: Online Motif Detection in Large Dynamic Graphs 2014 VLDB 9.3645765e-05
2,882 TurboFlux: A Fast Continuous Subgraph Matching System for Streaming Graph Data 2018 SIGMOD 7.9666138e-05
2,963 Subgraph Matching: on Compression and Computation 2018 VLDB 7.8061004e-05
3,034 RapidMatch: A Holistic Approach to Subgraph Query Processing 2021 VLDB 7.6737281e-05
3,119 Versatile Equivalences: Speeding up Subgraph Query Processing and Subgraph Matching 2021 SIGMOD 7.5393376e-05
4,756 Efficient GPU-Accelerated Subgraph Matching 2023 SIGMOD 5.9364786e-05
5,490 Symmetric Continuous Subgraph Matching with Bidirectional Dynamic Programming 2021 VLDB 5.4788004e-05
5,502 Circinus: Fast Redundancy-Reduced Subgraph Matching 2023 SIGMOD 5.4730826e-05
5,921 RapidFlow: An Efficient Approach to Continuous Subgraph Matching 2022 VLDB 5.2681722e-05
6,283 Fast Continuous Subgraph Matching over Streaming Graphs via Backtracking Reduction 2023 SIGMOD 5.1234789e-05
6,391 An In-Depth Study of Continuous Subgraph Matching 2022 VLDB 5.0780425e-05
6,516 StreamWorks - A system for Dynamic Graph Search 2013 SIGMOD 5.0263759e-05
7,456 BSX : Subgraph Matching with Batch Backtracking Search 2025 SIGMOD 4.7205339e-05
8,738 Tao: Improving Resource Utilization while Guaranteeing SLO in Multi-tenant Relational Database-as-a-Service 2024 SIGMOD 4.4520434e-05
9,519 Banyan: A Scoped Dataflow Engine for Graph Query Service 2022 VLDB 4.3287375e-05
9,793 Chimera: A system design of dual storage and traversal-join unified query processing for SQL/PGQ 2025 VLDB 4.2777144e-05
9,796 uBlade: Efficient Batch Processing for Uncertain Graph Queries 2024 SIGMOD 4.2777144e-05
9,915 TenGraph: A Tensor-Based Graph Query Engine 2024 VLDB 4.2520778e-05
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