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Chapter and Conference Paper
Graph-Based Substructure Pattern Mining Using CUDA Dynamic Parallelism
CUDA is an advanced massively parallel computing platform that can provide high performance computing power at much more affordable cost. In this paper, we present a parallel graph-based substructure pattern m...
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Chapter and Conference Paper
Accelerating BIRCH for Clustering Large Scale Streaming Data Using CUDA Dynamic Parallelism
In this big data era, the capability of mining and analyzing large scale datasets is imperative. As data are becoming more abundant than ever before, data driven methods are playing a critical role in areas su...