3 papers
Bringing computation to the data: A MOEA-driven approach for optimising data processing in the context of the SKA and SRCNet
Manuel Parra-Royón, Ãlvaro RodrÃguez-Gallardo, Susana Sánchez-Expósito +6
The Square Kilometre Array (SKA) will generate unprecedented data volumes, making efficient data processing a critical challenge. Within this context, the SKA Regional Centres Netw…
Classification of HI Galaxy Profiles Using Unsupervised Learning and Convolutional Neural Networks: A Comparative Analysis and Methodological Cases of Studies
Gabriel Jaimes-Illanes, Manuel Parra-Royon, Laura Darriba-Pol +5
Hydrogen, the most abundant element in the universe, is crucial for understanding galaxy formation and evolution. The 21 cm neutral atomic hydrogen - HI spectral line maps the gas…
An approach to provide serverless scientific pipelines within the context of SKA
Carlos RÃos-Monje, Manuel Parra-Royón, Javier Moldón +7
Function-as-a-Service (FaaS) is a type of serverless computing that allows developers to write and deploy code as individual functions, which can be triggered by specific events or…