most citedEfficient Vector Search on Disaggregated Memory with d-HNSW

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cs.DB2026

d-HNSW: A High-performance Vector Search Engine on Disaggregated Memory

Fei Fang, Yi Liu, Chen Qian

Efficient vector search is essential for powering large-scale AI applications, such as LLMs. Existing solutions are designed for monolithic architectures where compute and memory a…

cs.DB2025★ 1 cited

Efficient Vector Search on Disaggregated Memory with d-HNSW

Yi Liu, Fei Fang, Chen Qian

Efficient vector query processing is critical to enable AI applications at scale. Recent solutions struggle with growing vector datasets that exceed single-machine memory capacity,…