RadiK: Scalable and Optimized GPU-Parallel Radix Top-K Selection

Y Li, B Zhou, J Zhang, X Wei, Y Li, Y Chen - Proceedings of the 38th …, 2024 - dl.acm.org
Top-k selection, which identifies the largest or smallest k elements from a data set, is a
fundamental operation in data-intensive domains such as databases and deep learning, so …

Fast networked data selection via distributed smoothed quantile estimation

X Zhang, MM Vasconcelos - arxiv preprint arxiv:2406.01929, 2024 - arxiv.org
Collecting the most informative data from a large dataset distributed over a network is a
fundamental problem in many fields, including control, signal processing and machine …