Efficient Vector Search on Disaggregated Memory with d-HNSW
Yi Liu, Fei Fang, Chen Qian · 2025
Efficient vector query processing is essential for powering large-scale AI applications, such as LLMs. However, existing solutions struggle with growing vector datasets that exceed the memory capacity of a single machine, leading to excessive data movement and resource underutilization in monolithic architectures.