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An exhaustive algorithm based on GPU to process a kNN query
The Nearest Neighbors search is a widely used technique with applications on several classification problems. Particularly, the k-nearest neighbor (kNN) algorithm is a well-known method used in modern information retrieval ...
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Fast kNN query processing over a multi-node GPU environment
Barrientos, Ricardo ; Riquelme, Javier A.; Hernández-García, Ruber; Navarro, Cristóbal A.; Soto-Silva, Wladimir E. (2022)The kNN (k nearest-neighbors) search is currently applied in a wide range of applications, such as data mining, multimedia, information retrieval, machine learning, pattern recognition, among others. Most of the solutions ...
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GPU tensor cores for fast arithmetic reductions
Navarro, Cristóbal A.; Carrasco, Roberto; Barrientos, Ricardo ; Riquelme, Javier A.; Vega, Raimundo (2021)This article proposes a parallel algorithm for computing the arithmetic reduction of $n$ numbers as a set of matrix-multiply accumulate (MMA) operations that are executed simultaneously by GPU tensor cores. The analysis, ...