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Measuring Sustainability in Multi-Scale High-Performance Computing
Carlos J Barrios, Frédéric Le Mouël, Yves Denneulin
The transition from traditional High Performance Computing (HPC) to the Computing Continuum emphasizes efficient resource management and sustainable practices across Multi-Scale hy…
Analysis of the carbon footprint of HPC
Abdessalam Benhari, Yves Denneulin, Frédéric Desprez +2
The demand in computing power has never stopped growing over the years. Today, the performance of the most powerful systems exceeds the exascale. Unfortunately, this growth also co…
Bridding OT and PaaS in Edge-to-Cloud Continuum
Carlos J Barrios, Yves Denneulin
The Operational Technology Platform as a Service (OTPaaS) initiative provides a structured framework for the efficient management and storage of data. It ensures excellent response…
Evaluation of computational and energy performance in matrix multiplication algorithms on CPU and GPU using MKL, cuBLAS and SYCL
L. A. Torres, Carlos J. Barrios H, Yves Denneulin
Matrix multiplication is fundamental in the backpropagation algorithm used to train deep neural network models. Libraries like Intel's MKL or NVIDIA's cuBLAS implemented new and op…