DBScholar

Back to papers

Fast Graph Vector Search via Hardware Acceleration and Delayed-Synchronization Traversal

Summary: Co-design of Falcon, an FPGA-based GVS accelerator with pipelined GVS operators and on-chip Bloom-filter state tracking, and Delayed-Synchronization Traversal (DST) that relaxes traversal order to maximize parallelism/utilization. Shows up to 4.3–19.5× lower latency and 8–26.9× higher energy efficiency vs CPU/GPU baselines. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
14190
Venue
VLDB
Year
2025
Pagerank
5.2209769e-05
Overall Rank
9,776 | 32.93%
DOI
10.14778/3749646.3749655

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{jiang_vldb25,
        title = {{Fast Graph Vector Search via Hardware Acceleration and Delayed-Synchronization Traversal}},
        author = {Jiang, Wenqi and Hu, Hang and Hoefler, Torsten and Alonso, Gustavo},
        journal = {PVLDB},
        series = {{VLDB} '25},
        volume = {18},
        number = {11},
        pages = {3797--3811},
        doi = {10.14778/3749646.3749655},
        url = {https://doi.org/10.14778/3749646.3749655},
        year = {2025}
}

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank Citing Paper Year Venue Pagerank
10,209 CMANNS: GPU-Accelerated Graph Index Construction for ANNS via Compute-Memory Disaggregation 2026 SIGMOD 5.093636e-05
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 32 of 32 cited papers.

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

Rank Cited Paper Year Venue Pagerank
21 Similarity Search in High Dimensions via Hashing 1999 VLDB 0.00056760516
93 Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph 2019 VLDB 0.00034701237
286 Milvus: A Purpose-Built Vector Data Management System 2021 SIGMOD 0.00022357911
398 A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search 2021 VLDB 0.00019194947
406 AnalyticDB-V: A Hybrid Analytical Engine Towards Query Fusion for Structured and Unstructured Data 2020 VLDB 0.00019054532
580 SRS: Solving c-Approximate Nearest Neighbor Queries in High Dimensional Euclidean Space with a Tiny Index 2015 VLDB 0.00016157635
805 Cache locality is not enough: High-Performance Nearest Neighbor Search with Product Quantization Fast Scan 2016 VLDB 0.00013891999
1,065 PASE: PostgreSQL Ultra-High-Dimensional Approximate Nearest Neighbor Search Extension 2020 SIGMOD 0.00012335063
1,244 Efficient Approximate Nearest Neighbor Search in Multi-dimensional Databases 2023 SIGMOD 0.00011508159
1,357 RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search 2024 SIGMOD 0.00011043994
1,572 LazyLSH: Approximate Nearest Neighbor Search for Multiple Distance Functions with a Single Index 2016 SIGMOD 0.00010329197
1,589 Manu: A Cloud Native Vector Database Management System 2022 VLDB 0.00010264469
1,628 Fast and Unified Local Search for Random Walk Based K-Nearest-Neighbor Query in Large Graphs 2014 SIGMOD 0.00010186757
1,631 High-Throughput Vector Similarity Search in Knowledge Graphs 2023 SIGMOD 0.00010174628
1,735 High-Dimensional Approximate Nearest Neighbor Search: with Reliable and Efficient Distance Comparison Operations 2023 SIGMOD 9.9004924e-05
1,760 Starling: An I/O-Efficient Disk-Resident Graph Index Framework for High-Dimensional Vector Similarity Search on Data Segment 2024 SIGMOD 9.8157819e-05
1,802 HVS: Hierarchical Graph Structure Based on Voronoi Diagrams for Solving Approximate Nearest Neighbor Search 2022 VLDB 9.7284341e-05
1,934 Towards Efficient Index Construction and Approximate Nearest Neighbor Search in High-Dimensional Spaces 2023 VLDB 9.4561907e-05
2,137 Efficient Processing of k Nearest Neighbor Joins using MapReduce 2012 VLDB 9.110238e-05
2,534 ELPIS: Graph-Based Similarity Search for Scalable Data Science 2023 VLDB 8.4561875e-05
3,799 SymphonyQG: Towards Symphonious Integration of Quantization and Graph for Approximate Nearest Neighbor Search 2025 SIGMOD 7.114484e-05
4,965 LANNS: A Web-Scale Approximate Nearest Neighbor Lookup System 2022 VLDB 6.4241124e-05
5,121 Point-to-Hyperplane Nearest Neighbor Search Beyond the Unit Hypersphere 2021 SIGMOD 6.3577317e-05
5,244 Top-k Nearest Neighbor Search In Uncertain Data Series 2015 VLDB 6.3018164e-05
5,987 Progressive Top-K Nearest Neighbors Search in Large Road Networks 2020 SIGMOD 6.0183678e-05
6,404 ARKGraph: All-Range Approximate K-Nearest-Neighbor Graph 2023 VLDB 5.8859287e-05
6,940 Exact Top-k Nearest Keyword Search in Large Networks 2015 SIGMOD 5.7331991e-05
6,995 Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models 2025 VLDB 5.7301567e-05
8,466 TigerVector: Supporting Vector Search in Graph Databases for Advanced RAGs 2025 SIGMOD 5.4188627e-05
9,354 Range-based Obstructed Nearest Neighbor Queries 2016 SIGMOD 5.282937e-05
9,355 Optimal Spatial Dominance: An Effective Search of Nearest Neighbor Candidates 2015 SIGMOD 5.282937e-05
9,356 Reverse k Nearest Neighbors Query Processing: Experiments and Analysis 2015 VLDB 5.282937e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

# Overall Rank Paper Year Venue
1 9,778 Turbocharging Vector Databases using Modern SSDs 2025 VLDB
2 10,251 GPS: Revisiting the Data Layout for Disk-based High-Dimensional Vector Search 2026 SIGMOD
3 3,240 Graph-Based Vector Search: An Experimental Evaluation of the State-of-the-Art 2025 SIGMOD
4 278 FAST: Fast Architecture Sensitive Tree Search on Modern CPUs and GPUs 2010 SIGMOD
5 10,333 VecFlow: A High-Performance Vector Data Management System for Filtered-Search on GPUs 2026 SIGMOD
6 7,170 Lowering the Latency of Data Processing Pipelines Through FPGA based Hardware Acceleration 2020 VLDB
7 10,512 SVFusion: A CPU-GPU Co-Processing Architecture for Large-Scale Real-Time Vector Search 2026 VLDB
8 7,166 Accelerating Graph Indexing for ANNS on Modern CPUs 2025 SIGMOD
9 1,760 Starling: An I/O-Efficient Disk-Resident Graph Index Framework for High-Dimensional Vector Similarity Search on Data Segment 2024 SIGMOD
10 13,290 VecFlow-Chamfer: A GPU-based Data Management System for High-Performance Multi-Vector Search on Superchips 2026 SIGMOD