Listar Instituto de Tecnología e Ingeniería del Software de la Universidad de Málaga - (ITIS) por título
Mostrando ítems 1-20 de 81
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A Conceptual Architecture for Building Digital Twins.
Digital twins have recently emerged as an innovative paradigm for improving the performance of cyber-physical systems, software and processes. In essence, a digital twin is a virtual replica of the system whose operation ... -
A methodology for the development of soft sensors with Kafka-ML
Chaves, Antonio; Martín-Fernández, Cristian
; Llopis-Torres, Luis Manuel; Soler-Castillo, Enrique; Díaz-Rodríguez, Manuel (Springer, 2023)
Advances in the Internet-of-Things (IoT) field have allowed a wide variety of devices to be connected and send information continuously to the Internet. Thanks to this increase in data communication, machine learning (ML) ... -
A model-driven framework for developing android-based classic multiplayer 2D board games
Derakhshandi, Mohammad; Kolahdouz-Rahimi, Shekoufeh; Troya-Castilla, Javier; Lano, Kevin (Springer, 2021)
Mobile applications and game development are attractive fields in software engineering. Despite the advancement of programming languages and integrated development environments, there have always been many challenges for ... -
A network application approach towards 5G and beyond critical communications use cases.
Apostolakis, Konstantinos C.; Valera-Muros, Bárbara; di Pietro, Nicola; Garrido, Pablo; del Teso, Daniel; Kamarianakis, Manos; Tomas, Pedro R.; Khalili, Hamzeh; Panizo-Jaime, Laura; Díaz-Zayas, Almudena; Protopsaltis, Antonis; Margetis, George; Mangues-Bafalluy, Josep; Requena-Esteso, Manuel; Gomes, André S.; Cordeiro, Luís; Papagiannakis, George; Stephanidis, Constantine[et al.] (Frontiers, 2024-02-21)
Low latency and high bandwidth heralded with 5G networks will allow transmission of large amounts of Mission-Critical data over a short time period. 5G hence unlocks several capabilities for novel Public Protection and ... -
Addressing the Uncertainty Interaction Problem in Software-intensive Systems: Challenges and Desiderata. (Summary).
Cámara-Moreno, Javier; Calinescu, Radu; Cheng, Betty H.C.; Garlan, David; Schmerl, Bradley; Troya-Castilla, Javier; Vallecillo-Moreno, Antonio Jesús[et al.] (2023)
Software-intensive systems are increasingly used to support tasks that are typically characterized by high degrees of uncertainty. The modeling notations employed to design, verify, and operate such systems have increasingly ... -
An Architecture for Creating Slices to Experiment on Wireless Networks.
Valera-Muros, Bárbara; Panizo-Jaime, Laura; Rios, Álvaro; Merino-Gómez, Pedro (Springer Nature, 2020-10-09)
Researchers in mobile technologies and services are currently requesting testbeds to validate their proposals in a realistic large-scale and controlled environment. Such demands are some times satisfied with private ad-hoc ... -
An Efficient QAOA via a Polynomial QPU-Needless Approach.
The Quantum Approximate Optimization Algorithm (QAOA) is a hybrid quantum algorithm described as ansatzes that represent both the problem and the mixer Hamiltonians. Both are parameterizable unitary transformations executed ... -
Análisis de Conformidad de Gemelos Digitales Multi-Fidelidad
Muñoz Ariza, Paula; Troya-Castilla, Javier; Vallecillo-Moreno, Antonio Jesús (Biblioteca Digital SISTEDES, 2022-08-30)
Un gemelo digital es una réplica virtual de un sistema a un cierto nivel de fidelidad, sincronizados a una determinada frecuencia. Los gemelos digitales suelen emplearse para replicar sistemas físicos cuyas simulaciones ... -
Análisis de variabilidad y generación de ficheros de configuración sobre el modelo de características de Kubernetes.
Este informe técnico presenta un análisis de la variabilidad de los modelos de características en Kubernetes. Aborda la creación de un modelo de características para Kubernetes, que captura los diferentes componentes y ... -
Ant-colony optimization for automating test model generation in model transformation testing.
Karimi, Meysam; Kolahdouz-Rahimi, Shekoufeh; Troya-Castilla, Javier (Elsevier, 2023-11-04)
In model transformation (MT) testing, test data generation is of key importance. However, test suites are not available out of the box, and existing approaches to generate them require to provide not only the metamodel to ... -
AutomAdapt: Zero Touch Configuration of 5G QoS Flows Extended for Time-Sensitive Networking.
Luque Schempp, Francisco; Panizo-Jaime, Laura; Gallardo-Melgarejo, María del Mar; Merino-Gómez, Pedro (IEEE, 2023)
The aim of IEEE Time-Sensitive Networking (TSN) standards is to grant deterministic communication in traditional Ethernet networks for Industry 4.0. Insofar as the use cases in the Factory need some mobility, the extension ... -
Automatic tuning of communication protocols for vehicular ad hoc networks using metaheuristics.
Toutouh-el-Alamin, Jamal; García-Nieto, José Manuel; Alba-Torres, Enrique (Elsevier, 2010-08)
The emerging field of vehicular ad hoc networks (VANETs) deals with a set of communicating vehicles which are able to spontaneously interconnect without any pre-existing infrastructure. In such kind of networks, it is ... -
Automatizing Software Cognitive Complexity Reduction
Saborido Infantes, Rubén; Ferrer-Urbano, Francisco Javier; Chicano-García, José-Francisco; Alba-Torres, Enrique (IEEE Access, 2022-01-20)
We model the cognitive complexity reduction of a method as an optimization problem where the search space contains all sequences of Extract Method refactoring opportunities. We then propose a novel approach that searches ... -
Automatizing Software Cognitive Complexity Reduction.
Saborido Infantes, Rubén; Ferrer-Urbano, Francisco Javier; Chicano-García, José-Francisco; Alba-Torres, Enrique (2023)
Software plays a central role in our life nowadays. We use it almost anywhere, at any time, and for everything: to browse the In- ternet, to check our emails, and even to access critical services such as health monitoring ... -
Belief Uncertainty in Software Models
Burgueño-Caballero, Lola; Clarisó, Robert; Cabot, Jordi; Gérard, Sébastien; Vallecillo-Moreno, Antonio Jesús (2020-06-08)
This paper discusses the representation of Belief Uncertainty in software models. This kind of uncertainty refers to the situation in which the modeler, or any other belief agent, is uncertain about the behavior of the ... -
Clasificación de delitos con incertidumbre
La clasificación de atestados policiales es un tema complejo en el que la incertidumbre juega un papel importante. Por ejemplo, en muchos informes faltan información o es inconsistente. También es posible que diferentes ... -
Coevolutionary generative adversarial networks for medical image augumentation at scale
Flores, Diana; Toutouh-el-Alamin, Jamal; Hemberg, Erik; O’Reilly, Una-May (2022-07-08)
Medical image processing can lack images for diagnosis. Generative Adversarial Networks (GANs) provide a method to train generative models for data augmentation. Synthesized images can be used to improve the robustness of ... -
Continuous QoS-compliant Orchestration in the Cloud-Edge Continuum.
Bisicchia, Giuseppe; Forti, Stefano; Pimentel-Sánchez, Ernesto; Brogi, Antonio (Wiley, 2024)
The problem of managing multi-service applications on top of Cloud-Edge networks in a quality of service (QoS)-aware manner has been thoroughly studied in recent years from a decision-making perspective. However, only a ... -
Crazy Chefs!: videojuego serio gamificado basado en tecnología de captura de movimientos para fomentar la socialización y el entrenamiento físico de personas mayores
Bossavit, Benoit; Urbano, Juan Miguel ; Fernández-Leiva, Antonio José (CEUR Workshop Proceedings, 2022-12)
Uno de los principales objetivos del programa marco de la UE Horizon Europa persigue mejorar la salud y el bienestar de los ciudadanos usando soluciones innovadoras para prevenir, diagnosticar, tratar o curar una enfermedad. ...