Bing Tian
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| title | conference | date |
|---|---|---|
| Towards High-throughput and Low-latency Billion-scale Vector Search via CPU/GPU... | FAST '25 | 2025-02-25 |
FusionANNS is a working SSD + single entry‑level GPU ANNS that uses CPU/GPU collaborative filtering to keep PQ‑compressed vectors in GPU memory, avoid… | ||
| Scalable Billion-point Approximate Nearest Neighbor Search Using SmartSSDs | USENIX ATC 2024 | 2024-07-10 |
SmartANNS implements hierarchical indices on host plus Samsung SmartSSDs with FPGA acceleration, dynamic task scheduling and a gradient-boosted shard pruning… | ||
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