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…