Farhana Akter Tumpa

BOA: Beamwidth Online Adaptation for Filtered-ANNS on a GPU

Filtered approximate nearest neighbor search, i.e. returning the top-k vectors nearest to a query vector among those satisfying one or more attribute predicates, has become a fundamental operation in modern vector search systems. Graph-based solutions employ beam search to solve a batch of queries in parallel for high...