6 papers
An Empirical Evaluation of Modern MLOps Frameworks
Jon Marcos-Mercadé, Unai Lopez-Novoa, Mikel Egaña Aranguren
Given the increasing adoption of AI solutions in professional environments, it is necessary for developers to be able to make informed decisions about the current tool landscape. T…
On-Device Deep Reinforcement Learning for Decentralized Task Offloading Performance trade-offs in the training process
Gorka Nieto, Idoia de la Iglesia, Cristina Perfecto +1
Allowing less capable devices to offload computational tasks to more powerful devices or servers enables the development of new applications that may not run correctly on the devic…
XWAVE: A Novel Software-Defined Everything Approach for the Manufacturing Industry
Juanjo Zulaika, Ibone Oleaga, Anne Sanz +5
The manufacturing sector is moving from rigid, hardware-dependent systems toward flexible, software-driven environments. This transformation is shaped by the convergence of several…
Using GPT to build a Project Management assistant for Jira environments
Joel Garcia-Escribano, Arkaitz Carbajo, Mikel Egaña Aranguren +1
In the domain of Project Management, the sheer volume of data is a challenge that project managers continually have to deal with. Effectively steering projects from inception to co…
On the performance of a highly-scalable Computational Fluid Dynamics code on AMD, ARM and Intel processors
Pablo Ouro, Unai Lopez-Novoa, Martyn Guest
No area of computing is hungrier for performance than High Performance Computing (HPC), the demands of which continue to be a major driver for processor performance and adoption of…
The BIDS Toolbox: A web service to manage brain imaging datasets
Unai Lopez-Novoa, Cyril Charron, John Evans +1
Data sharing is a key factor for ensuring reproducibility and transparency of scientific experiments, and neuroimaging is no exception. The vast heterogeneity of data formats and i…