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CANDOR-Bench: Benchmarking In-Memory Continuous ANNS under Dynamic Open-World Streams [Experiments & Analysis]
Summary: CANDOR-Bench benchmarks in-memory continuous ANNS under dynamic open-world streams, extending Big-ANN with high-rate ingestion, drift/modality shift, noise, and concurrent query-update execution. Targets the missing regime where static ANN benchmarks miss churn, distribution shift, and update/retrieval tradeoffs.
(summarized by gpt-5-mini on Apr 11 2026)
- Paper ID
- 7457
- Venue
- SIGMOD
- Year
- 2026
- Pagerank
- 4.1905499e-05
- Overall Rank
- 10,146 | 29.49%
- DOI
-
10.1145/3786630
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Incoming Citations (Sorted by Pagerank)
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| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
Outgoing Citations (Sorted by Pagerank)
Showing 14 of 14 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 34 |
Similarity Search in High Dimensions via Hashing |
1999 |
VLDB |
0.00076824554 |
| 494 |
Milvus: A Purpose-Built Vector Data Management System |
2021 |
SIGMOD |
0.00021769407 |
| 763 |
A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search |
2021 |
VLDB |
0.00016963981 |
| 1,252 |
Cache locality is not enough: High-Performance Nearest Neighbor Search with Product Quantization Fast Scan |
2016 |
VLDB |
0.00013023834 |
| 2,032 |
SAND: Streaming Subsequence Anomaly Detection |
2021 |
VLDB |
9.7320795e-05 |
| 2,264 |
Manu: A Cloud Native Vector Database Management System |
2022 |
VLDB |
9.1587362e-05 |
| 2,772 |
High-Dimensional Approximate Nearest Neighbor Search: with Reliable and Efficient Distance Comparison Operations |
2023 |
SIGMOD |
8.1491893e-05 |
| 2,872 |
Streaming Similarity Search over one Billion Tweets using Parallel Locality-Sensitive Hashing |
2013 |
VLDB |
7.9797548e-05 |
| 2,969 |
Towards Efficient Index Construction and Approximate Nearest Neighbor Search in High-Dimensional Spaces |
2023 |
VLDB |
7.7955562e-05 |
| 3,235 |
iBFS: Concurrent Breadth-First Search on GPUs |
2016 |
SIGMOD |
7.3298263e-05 |
| 4,622 |
Graph-Based Vector Search: An Experimental Evaluation of the State-of-the-Art |
2025 |
SIGMOD |
6.0356382e-05 |
| 7,115 |
VectraFlow: Integrating Vectors into Stream Processing |
2025 |
CIDR |
4.822227e-05 |
| 7,542 |
A Topology-Aware Localized Update Strategy for Graph-Based ANN Index |
2026 |
VLDB |
4.7103816e-05 |
| 7,843 |
GTI: Graph-based Tree Index with Logarithm Updates for Nearest Neighbor Search in High-Dimensional Spaces |
2025 |
VLDB |
4.6335219e-05 |
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