Coordination-Free Lane Partitioning for Convergent ANN Search

Carl Kugblenu, Petri Vuorimaa

Production vector search systems often fan out each query across parallel lanes (threads, replicas, or shards) to meet latency service-level objectives (SLOs). In practice, these l…