Listar por departamento/instituto "Instituto de Tecnología e Ingeniería del Software de la Universidad de Málaga"
Mostrando ítems 1-20 de 240
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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 Cost-efficient Approach to Building in Continuous Integration.
Jin, Xianhao; Servant-Cortés, Francisco Javier
(Association for Computing Machinery (ACM), 2020)
Continuous integration (CI) is a widely used practice in modern software engineering. Unfortunately, it is also an expensive practice — Google and Mozilla estimate their CI systems in millions of dollars. In this paper, ... -
A generic LSTM neural network architecture to infer heterogeneous model transformations.
Models capture relevant properties of systems. During the models’ life-cycle, they are subjected to manipulations with different goals such as managing software evolution, performing analysis, increasing developers’ ... -
A goal-driven software product line approach for evolving multi-agent systems in the Internet of Things.
Ayala-Viñas, Inmaculada; Amor-Pinilla, María Mercedes; Horcas-Aguilera, José Miguel; Fuentes-Fernández, Lidia (Elsevier, 2019-11)
Multi-agent systems have proved to be a suitable technology for developing self-adaptive Internet of Things (IoT) systems, able to make the most appropriate decisions to address unexpected situations. This leads to new ... -
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 modular metamodel and refactoring rules to achieve software product line interoperability.
Horcas-Aguilera, José Miguel; Pinto-Alarcón, Mónica; Fuentes-Fernández, Lidia (Elsevier, 2022-12-05)
Emergent application domains, such as cyber–physical systems, edge computing or industry 4.0. present a high variability in software and hardware infrastructures. However, no single variability modeling language supports ... -
A Monte Carlo tree search conceptual framework for feature model analyses
Horcas-Aguilera, José Miguel; Galindo, José A.; Heradio, Rubén; Fernández-Amoroso, David; Benavides, David (Elsevier, 2023-01)
Challenging domains of the future such as Smart Cities, Cloud Computing, or Industry 4.0 expose highly variable systems with colossal configuration spaces. The automated analysis of those systems’ variability has often ... -
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 ... -
A novel multi-objective evolutionary algorithm with fuzzy logic based adaptive selection of operators: FAME.
Santiago, Alejandro; Dorronsoro, Bernabé; Nebro-Urbaneja, Antonio Jesús; Durillo, Juan J.; Castililo, Óscar; Fraire, Héctor J.[et al.] (Elsevier, 2019)
We propose a new method for multi-objective optimization, called Fuzzy Adaptive Multi-objective Evolutionary algorithm (FAME). It makes use of a smart operator controller that dynamically chooses the most promising variation ... -
A Performance-Oriented Monitoring System for Security Properties in Cloud Computing Applications
Muñoz-Gallego, Antonio Jesús; Maña-Gómez, Antonio; González, Javier (Oxford Press - The Computer Journal, 2011)
Este artículo presenta una arquitectura robusta para el monitoreo dinámico de propiedades de seguridad en entornos de computación en la nube. Reconociendo que, a pesar de los avances en medidas preventivas, siempre existe ... -
A procedural and flexible approach for specification, modeling, definition, and analysis for self-adaptive systems.
Araujo De Oliveira, Patricia; Durán-Muñoz, Francisco Javier; Pimentel-Sánchez, Ernesto (Wiley, 2021)
An adaptive system can modify its settings at runtime as a response to changes in its operational environment. To analyse this kind of systems at design time is a difficult task since it requires considering the system ... -
A Secure Auditable Remote Registry Pattern for IoT Systems
Maña-Gómez, Antonio; Jaime-Rodríguez, Francisco José; Gutiérrez Molina, Lucía (MDPI, 2024-11-04)
In software engineering, pattern papers serve the purpose of providing a description of 1 a generalized, reusable solution to recurring design problems, based on practical experience and 2 established best practices. This ... -
A Semantic Model for Enhancing Data-Driven Open Banking Services
Paneque Romero, Manuel; Roldán-García, María del Mar; García-Nieto, José Manuel (IOAP-MDPI, 2023-01-21)
In current Open Banking services, the European Payment Services Directive (PSD2) allows the secure collection of bank customer information, on their behalf and with their consent, to analyze their financial status and ... -
A swarm algorithm for collaborative traffic in vehicular networks.
Toutouh-el-Alamin, Jamal; Alba-Torres, Enrique (Elsevier, 2018-04-19)
Vehicular ad hoc networks (VANETs) allow vehicles to exchange warning messages with each other. These specific kinds of networks help reduce hazardous traffic situations and improve safety, which are two of the main ... -
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 ... -
Adversarial Genetic Programming for Cyber Security: A Rising Application Domain Where GP Matters
O'Reilly, Una-May; Toutouh-el-Alamin, Jamal; Pertierra, Marcos; Prado, Daniel; Garcia, Dennis; Erb Luogo, Anthony; Kelly, Jonathan; Hemberg, Erik[et al.] (Springer, 2020-04)
Cyber security adversaries and engagements are ubiquitous and ceaseless. We delineate Adversarial Genetic Programming for Cyber Security, a research topic that, by means of genetic programming (GP), replicates and studies ... -
An Accelerated Introduction to Memetic Algorithms.
Moscato, Pablo; Cotta-Porras, Carlos (Springer, 2018)
Memetic algorithms (MAs) are optimization techniques based on the orchestrated interplay between global and local search components and have the exploitation of specific problem knowledge as one of their guiding principles. ... -
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 ...