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What is 03 Research Vector DB Comparison about?
This working paper evaluates four approximate nearest-neighbour index structures under mixed read-write workloads, highlighting the limitations of existing benchmarks that focus solely on read throughput. The study finds significant differences in performance when indexes are continuously mutated, with graph-based structures showing a recall advantage at small batch sizes but degrading under delete-heavy workloads. The authors recommend that practitioners benchmark ANN indexes based on their specific write
- Author
- rgudipudi
- Language
- EN