Evaluating the Energy Consumption of Machine Learning: Systematic Literature Review and Experiments

C Rodriguez, L Degioanni, L Kameni, R Vidal… - arXiv preprint arXiv …, 2024 - arxiv.org
Monitoring, understanding, and optimizing the energy consumption of Machine Learning
(ML) are various reasons why it is necessary to evaluate the energy usage of ML. However …

Hardware-validated performance and power modelling of heterogeneous multi-processing architectures

M Walker - 2019 - eprints.soton.ac.uk
Modern processors are becoming increasingly more complex and utilise higher numbers of
Heterogeneous Multi-Processing (HMP) cores. Energy-efficiency has become the primary …