Ponències/Comunicacions de congressos
Recent Submissions
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CloudSkin: ML-based smart management for the cloud-edge continuum
(2024)
Conference report
Open AccessThe CloudSkin project embraces ML-based autonomous management technologies, introducing the Learning Plane (LP), which provides services and methods to embed intelligence in Cloud-Edge Continuum management layers. By ... -
Analyzing distinct neural network models for oxygen saturation prediction towards a personalized COPD management
(Institute of Electrical and Electronics Engineers (IEEE), 2023)
Conference lecture
Open AccessChronic Respiratory Diseases (CRDs), including Chronic Obstructive Pulmonary Disease (COPD), pose significant global health challenges. Long-term oxygen therapy (LTOT) has been widely adopted to improve respiratory function ... -
Detecting contextual network anomalies with graph neural networks
(Association for Computing Machinery (ACM), 2023)
Conference report
Open AccessDetecting anomalies on network traffic is a complex task due to the massive amount of traffic flows in today’s networks, as well as the highly-dynamic nature of traffic over time. In this paper, we propose the use of Graph ... -
On the relation between open project-based learning in undergraduate computer science education and contemporary technological trends
(SciTePress, 2024)
Conference report
Open AccessAmidst rapid and constant technological change, keeping IT higher education curricula up to date is becoming increasingly challenging. For a decade, the course”Project on Information Technologies” within the undergraduate ... -
Memento: an adaptive, compiler-assisted register file cache for GPUs
(Institute of Electrical and Electronics Engineers (IEEE), 2024)
Conference report
Open AccessModern GPUs require an enormous register file (RF) to store the context of thousands of active threads. It consumes considerable energy and contains multiple large banks to provide enough throughput. Thus, a RF caching ... -
QUETZAL: Vector acceleration framework for modern genome sequence analysis algorithms
(Institute of Electrical and Electronics Engineers (IEEE), 2024)
Conference report
Open AccessGenome sequence analysis is fundamental to medical breakthroughs such as developing vaccines, enabling genome editing, and facilitating personalized medicine. The exponentially expanding sequencing datasets and complexity ... -
Hypervisor extension for a RISC-V processor
(2023)
Conference lecture
Open AccessThis paper describes our experience implementing a Hypervisor extension for a 64-bit RISC-V processor. We describe the design process and the main required parts with a brief explanation of each one. -
AI-powered personalised learning platforms for EFL learning: preliminary results
(SciTePress, 2024)
Conference report
Open AccessArtificial intelligence (AI) has been increasingly integrated into the field of education, including personalised learning platforms. However, concerns have been raised about the potential of AI to replace human teachers ... -
Enabling high-level parallel programming on multi-FPGA clusters
(Association for Computing Machinery (ACM), 2024)
Conference report
Open AccessField Programmable Gate Arrays (FPGA) are still relatively new in the High Performance Computing (HPC) field. Hence, they still lack a mature ecosystem that allows non-FPGA experts to scale an application with many devices ... -
Principios para el diseño de una educación motivadora
(Asociación de Enseñantes Universitarios de la Informática (AENUI), 2024)
Conference report
Open AccessNuestro alumnado está en pleno proceso de maduración personal y mental en el que debemos ayudar, ya que es nuestro deber como profesorado y modelo. Para ello hay que incidir en ayudar a cada estudiante en la creación de ... -
Dimensiones a considerar para diseñar las actividades de aprendizaje
(Asociación de Enseñantes Universitarios de la Informática (AENUI), 2024)
Conference lecture
Open AccessEn este trabajo se propone un nuevo marco de referencia para el análisis y diseño de actividades de aprendizaje. Planteamos considerar las actividades de aprendizaje teniendo en cuenta tres dimensiones: la dimensión espacial ... -
Extending the OCATA digital twin for optical connections based on digital subcarrier multiplexing
(Institute of Electrical and Electronics Engineers (IEEE), 2024)
Conference report
Open AccessTime-domain digital twin models for single carrier and DSCM signals are developed that propagate features to estimate the impact of filter penalties on the BER. Results show remarkable accuracy, which is used for lightpath ...