[EN] GPUs are commonly used to accelerate the execution of applications in domains such as deep learning. Deep learning applications are applied to an increasing variety of scenarios, with edge computing being one of them. ...
Imbernón, Baldomero; Prades Gasulla, Javier; Gimenez Canovas, Domingo; Cecilia, J. M.; Silla Jiménez, Federico(Elsevier, 2018-02)
[EN] Virtual Screening (VS) methods can considerably aid clinical research by predicting how ligands interact with pharmacological targets, thus accelerating the slow and critical process of finding new drugs. VS methods ...
Castelló-Gimeno, Adrián; Peña Monferrer, Antonio José; Mayo Gual, Rafael; Planas,Judit; Quintana Ortí, Enrique Salvador; Balaji, Pavan(Springer-Verlag, 2018-11)
[EN] Directive-based programming models, such as OpenMP, OpenACC, and OmpSs, enable users to accelerate applications by using coprocessors with little effort. These devices offer significant computing power, but their use ...
Prades, Javier; Silla Jiménez, Federico(Institute of Electrical and Electronics Engineers, 2019-12)
[EN] Virtualization techniques have been shown to report benefits to data centers and other computing facilities. In this regard, not only virtual machines allow to reduce the size of the computing infrastructure while ...
[EN] Graphics processing units (GPUs) are currently used in data centers to reduce the execution time of compute-intensive applications. However, the use of GPUs presents several side effects, such as increased acquisition ...
[EN] Traditionally, High-Performance Computing (HPC) has been associated with large power requirements. The reason was that chip makers of the processors typically employed in HPC deployments have always focused on getting ...
Prades, Javier; Imbernon, Baldomero; Reaño González, Carlos; Peña-García, Jorge; Cerón-Carrasco, Jose Pedro; Silla Jiménez, Federico; Pérez-Sánchez, Horacio(SAGE Publications, 2020-01)
[EN] The full-understanding of the dynamics of molecular systems at the atomic scale is of great relevance in the fields of chemistry, physics, materials science, and drug discovery just to name a few. Molecular dynamics ...