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RED-ANNS: An RDMA-Enabled Distributed Framework for Graph-Based Approximate Nearest Neighbor Search

Summary: RED-ANNS maintains a logically global ANN graph across RDMA-connected nodes, avoiding partition-induced indexing degradation. Locality-aware placement, affinity scheduling, and latency-hiding best-first search mitigate remote-access costs, yielding up to 2.5× speedups. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
14528
Venue
VLDB
Year
2026
Pagerank
5.093636e-05
Overall Rank
10,585 | 27.38%
DOI
10.14778/3778092.3778101

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No non-self incoming citations found for this paper in this database.

Authors

BibTeX Citation

@article{chen_vldb26,
        title = {{RED-ANNS: An RDMA-Enabled Distributed Framework for Graph-Based Approximate Nearest Neighbor Search}},
        author = {Chen, Yue and Zhang, Kai and Chen, Sipeng and Xiao, Shihai and Zou, Xiaomin and Ren, Ren and Jing, Yinan and Wang, X. Sean and Cao, Li and Wan, Mingxiang},
        journal = {PVLDB},
        series = {{VLDB} '26},
        volume = {19},
        number = {3},
        pages = {399--412},
        doi = {10.14778/3778092.3778101},
        url = {https://doi.org/10.14778/3778092.3778101},
        year = {2026}
}

Incoming Citations (Sorted by Pagerank)

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Outgoing Citations (Sorted by Pagerank)

Showing 9 of 9 cited papers.

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

Rank Cited Paper Year Venue Pagerank
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
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
1,589 Manu: A Cloud Native Vector Database Management System 2022 VLDB 0.00010264469
4,965 LANNS: A Web-Scale Approximate Nearest Neighbor Lookup System 2022 VLDB 6.4241124e-05
8,205 VSAG: An Optimized Search Framework for Graph-based Approximate Nearest Neighbor Search 2025 VLDB 5.4666548e-05
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