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RaBitQ-SSD: Split Codes and Pipelined I/O for SSD-Resident Vector Search

Xu, Yuexuan et al.
arXiv (All) · Papers
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databases
SSD-resident approximate nearest-neighbor search is essential when vector collections exceed DRAM capacity. The challenge is to reduce SSD reads and hide I/O latency through concurrent reads and overlap with computation. However, for graph-based search, progressive candidate discovery limits advance
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