ASPLOS 2024 paper introducing Juno, a system that accelerates high-dimensional approximate nearest neighbor search using sparsity-aware algorithms and GPU ray-tracing (RT) core mapping for hardware-level computation acceleration.
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Juno — Optimizing ANNS with Sparsity-Aware Algorithm and Ray-Tracing Core Mapping
Juno accelerates high-dimensional approximate nearest neighbor search by leveraging sparsity in data and mapping distance computations to GPU ray-tracing cores.
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