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cs.IR2026
AiSAQ-in-Filtering for DRAM-free Filtered Information Retrieval
Kento Tatsuno, Daisuke Miyashita, Kazunari Sumiyoshi +3
Filtering search is one of the crucial applications of approximate nearest neighbor search (ANNS). In filtering search, label information is used in conjunction with unstructured v…
cs.IR2024★ 2 cited
AiSAQ: All-in-Storage ANNS with Product Quantization for DRAM-free Information Retrieval
Kento Tatsuno, Daisuke Miyashita, Taiga Ikeda +3
Graph-based approximate nearest neighbor search (ANNS) algorithms work effectively against large-scale vector retrieval. Among such methods, DiskANN achieves good recall-speed trad…