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cs.DC2026★ 2 cited
What Artificial Intelligence can do for High-Performance Computing systems?
Pierrick Pochelu, Hyacinthe Cartiaux, Julien Schleich
High-performance computing (HPC) centers consume substantial power, incurring environmental and operational costs. This review assesses how artificial intelligence (AI), including…
cs.DC2022
An efficient and flexible inference system for serving heterogeneous ensembles of deep neural networks
Pierrick Pochelu, Serge G. Petiton, Bruno Conche
Ensembles of Deep Neural Networks (DNNs) have achieved qualitative predictions but they are computing and memory intensive. Therefore, the demand is growing to make them answer a h…