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Author

Aditya Parthiban

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Conference Jul 2026

A Density-Aware Hybrid Routing Architecture for Scalable Vector Databases

Approximate Nearest Neighbor (ANN) search at scale exposes a structural trade-off between routing accuracy, memory footprint, and query latency. Graph-based indices such as HNSW provide high recall but incur significant memory overhead due to full-dataset connectivity, while centroid-based IVF variants remain memory-ef...

Aditya Parthiban, Arindam Kalita, Rishab K Das et al. · 0 citations

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