POSTER: RadiK: Scalable Radix Top-K Selection on GPUs

Author:

Li Yifei1ORCID,Zhou Bole2ORCID,Zhang Jiejing3ORCID,Wei Xuechao1ORCID,Li Yinghan1ORCID,Chen Yingda4ORCID

Affiliation:

1. Alibaba Group, Beijing, China

2. Independent, Beijing, China

3. Alibaba Group, Hangzhou, China

4. Alibaba Group, Seattle, United States

Publisher

ACM

Reference7 articles.

1. Andy Adinets. 2014. CUDA Pro Tip: Optimized Filtering with Warp-Aggregated Atomics. NVIDIA. https://developer.nvidia.com/blog/cuda-pro-tip-optimized-filtering-warp-aggregated-atomics/

2. Fast k-Selection Algorithms for Graphics Processing Units;Alabi Tolu;ACM J. Exp. Algorithmics 17, Article,2012

3. Billion-Scale Similarity Search with GPUs

4. Wouter Kool, Herke van Hoof, and Max Welling. 2019. Stochastic Beams and Where To Find Them: The Gumbel-Top-k Trick for Sampling Sequences Without Replacement. In Proceedings of the 36th International Conference on Machine Learning (Proceedings of Machine Learning Research, Vol. 97), Kamalika Chaudhuri and Ruslan Salakhutdinov (Eds.). PMLR, Long Beach, California, USA, 3499--3508.

5. Efficient Top-K Query Processing on Massively Parallel Hardware

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. RadiK: Scalable and Optimized GPU-Parallel Radix Top-K Selection;Proceedings of the 38th ACM International Conference on Supercomputing;2024-05-30

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