Jasper, a GPU-native Vamana ANNS system, combines batch-parallel construction, RaBitQ quantization, and an optimized beam-search kernel to deliver reported throughput up to ~1.9x CAGRA with streaming updates.
2024.On the Design of Scalable Outlier Detection Methods Using Approximate Nearest Neighbor Graphs
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GPU-Accelerated ANNS: Quantized for Speed, Built for Change
Jasper, a GPU-native Vamana ANNS system, combines batch-parallel construction, RaBitQ quantization, and an optimized beam-search kernel to deliver reported throughput up to ~1.9x CAGRA with streaming updates.