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cs.DB2026
ScaleGANN: Accelerate Large-Scale ANN Indexing by Cost-effective Cloud GPUs
Lan Lu, Peiqi Yin, Isaac Yang +5
Graph-based ANNS algorithms have gained increasing research interest and market adoption due to their efficiency and accuracy in retrieval. Existing approaches primarily rely on CP…
cs.DB2025★ 1 cited
Gorgeous: Revisiting the Data Layout for Disk-Resident High-Dimensional Vector Search
Peiqi Yin, Xiao Yan, Qihui Zhou +6
Similarity-based vector search underpins many important applications, but a key challenge is processing massive vector datasets (e.g., in TBs). To reduce costs, some systems utiliz…