Departament d'Arquitectura de Computadors: Recent submissions
Now showing items 1-12 of 2907
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Deep learning-based real-time analysis of lightpath optical constellations [Invited]
(Institute of Electrical and Electronics Engineers (IEEE), 2022-06-01)
Article
Restricted access - publisher's policyOptical network automation requires accurate physical layer models, not only for provisioning but also for real-time analysis. In particular, In-Phase (I) and Quadrature (Q) constellation analysis enables deep understanding ... -
Dynamic sampling rate: harnessing frame coherence in graphics applications for energy-efficient GPUs
(Springer Nature, 2022-04-10)
Article
Open AccessIn real-time rendering, a 3D scene is modelled with meshes of triangles that the GPU projects to the screen. They are discretized by sampling each triangle at regular space intervals to generate fragments which are then ... -
Implementation of privacy and security for a genomic information system
(IOS Press, 2021)
Conference report
Open AccessGenomic information is key for the implementation of real personalized medicine. Nevertheless, access to this kind of information must be controlled because of its high privacy and security requirements. Several genomic ... -
FAIR aspects of a genomic information protection and management system
(IOS Press, 2021)
Conference report
Open AccessTo handle genomic information while supporting FAIR principles, we present GIPAMS, a modular architecture. GIPAMS provides security and privacy to manage genomic information by means of several independent services and ... -
Poster: Testbed in wireless city mesh network with application to federated learning experiments
(Association for Computing Machinery (ACM), 2021)
Conference lecture
Open AccessThe increase of the computing capacity of IoT devices and the appearance of lightweight machine learning frameworks have led to the situation that machine learning can nowadays be run in IoT applications at the network ... -
Non-linear models for black carbon exposure modelling using air pollution datasets
(Elsevier, 2022-09-01)
Article
Open AccessBlack carbon (BC) is a product of incomplete combustion, present in urban aerosols and sourcing mainly from road traffic. Epidemiological evidence reports positive associations between BC and cardiovascular and respiratory ... -
Unveiling the potential of graph neural networks for robust intrusion detection
(2021)
Conference report
Open AccessThe last few years have seen an increasing wave of attacks with serious economic and privacy damages, which evinces the need for accurate Network Intrusion Detection Systems (NIDS). Recent works propose the use of Machine ... -
SAT-hadoop-processor: a distributed remote sensing big data processing software for earth observation applications
(Multidisciplinary Digital Publishing Institute, 2021-11-11)
Article
Open AccessNowadays, several environmental applications take advantage of remote sensing techniques. A considerable volume of this remote sensing data occurs in near real-time. Such data are diverse and are provided with high velocity ... -
Predict ATFCM weather regulations using a time-distributed recurrent neural network
(Institute of Electrical and Electronics Engineers (IEEE), 2021)
Conference report
Restricted access - publisher's policyIn recent years, prior to COVID-19, capacity shortfalls in airspace and airports inevitably caused an increase in aircraft delays. Therefore, when it returns to normal conditions, the airspace will exhibit the same capacity ... -
DO-178C certification of general-purpose GPU software: review of existing methods and future directions
(Institute of Electrical and Electronics Engineers (IEEE), 2021)
Conference report
Open Access—General-Purpose GPU software is considered for use in avionics to satisfy the increased computational requirements of future systems. Therefore, it needs to be certified following the DO-178C guidance as all airborne ... -
An FPGA accelerator of the wavefront algorithm for genomics pairwise alignment
(Institute of Electrical and Electronics Engineers (IEEE), 2021)
Conference report
Open AccessIn the last years, advances in next-generation sequencing technologies have enabled the proliferation of genomic applications that guide personalized medicine. These applications have an enormous computational cost due to ... -
RNN-CNN hybrid model to predict C-ATC CAPACITY regulations for en-route traffic
(Multidisciplinary Digital Publishing Institute (MDPI), 2022-02-01)
Article
Open AccessMeeting the demand with the available airspace capacity is one of the most challenging problems faced by Air Traffic Management. Nowadays, this collaborative Demand–Capacity Balancing process often ends up enforcing Air ...
