Cracking Vector Search Indexes
Summary: CrackIVF is a progressive, workload-adaptive partition index for ANNS over cold or unseen data-lake datasets. It answers queries immediately and converges toward conventional index quality, delivering 10–1000× faster initialization. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Vasilis Mageirakos (ETH Zurich)
- 2. Bowen Wu (ETH Zurich)
- 3. Gustavo Alonso (ETH Zurich)
BibTeX Citation
@article{mageirakos_vldb25,
title = {{Cracking Vector Search Indexes}},
author = {Mageirakos, Vasilis and Wu, Bowen and Alonso, Gustavo},
journal = {PVLDB},
series = {{VLDB} '25},
volume = {18},
number = {11},
pages = {3951--3964},
doi = {10.14778/3749646.3749666},
url = {https://doi.org/10.14778/3749646.3749666},
year = {2025}
}Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,455 | Efficient Index Layout and Search Strategy for Large-scale High-dimensional Vector Similarity Search | 2026 | SIGMOD | 4.9769913e-05 |
| 10,522 | Through the Lens of Hubness: A Revisit on Graph-Based Approximate Nearest Neighbor Search: [Experiments & Analysis] | 2026 | SIGMOD | 4.9769913e-05 |
| 10,860 | GAS: A Lightweight Framework for Filtered Search over Wide-table Vectors | 2026 | VLDB | 4.9769913e-05 |
| 10,938 | SQL-Native Vector Search at Billion Scale in Presto | 2026 | VLDB | 4.9769913e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 23 of 23 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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