most citedRetroInfer: A Vector Storage Engine for Scalable Long-Context LLM Inference

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cs.DB2026

Aker: Density-Aware Approximate Caching for Vector Search (Extended Version)

Sukjoon Oh, Minki Kang, Dohyun Kim +5

Disk-based approximate nearest neighbor search (ANNS) incurs high I/O overhead due to frequent disk accesses during index traversal. Approximate caching, which reuses the results o…