Listar por autor "Rubio-Muñoz, Bartolome"
Mostrando ítems 1-19 de 19
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An edge computing architecture in the Internet of Things
In the last few years, the Internet of Things (IoT) has emerged as the new disruptive technology to change the world. Cloud computing has accompanied this field to overcome its processing and storage limitations. However, ... -
An open source framework based on Kafka-ML for Distributed DNN inference over the Cloud-to-Things continuum
Torres, Daniel R.; Martín-Fernández, Cristian
; Díaz, Manuel; Rubio-Muñoz, Bartolomé (Elsevier, 2021-06-16)
The current dependency of Artificial Intelligence (AI) systems on Cloud computing implies higher transmission latency and bandwidth consumption. Moreover, it challenges the real-time monitoring of physical objects, e.g., ... -
Appdaptivity: an Internet of things device-decoupled system for portable applications in changing contexts
Martín-Fernández, Cristian; Hoebeke, Jeroen; Rossey, Jen; Díaz-Rodríguez, Manuel; Rubio-Muñoz, Bartolomé; Van den Abeele, Floris[et al.] (MDPI, 2018-04)
Currently,applicationsintheInternetofThings(IoT)aretightlycoupledtotheunderlying physical devices. As a consequence, upon adding a device, device replacement or user’s relocation to a different physical space, application ... -
Especificación de un sistema de comercializacion móvil para el sector servicios
(2016-07-05)Este Trabajo Fin de Grado aborda la especificación para el desarrollo de un sistema de comercialización orientado al sector Servicios que trabaje en tiempo real y que se fundamente en poner en contacto la oferta y la ... -
Funciones como servicio en el contexto del Internet de las Cosas.
(2023)En los últimos años, la computación serverless se ha convertido en una alternativa popular a la computación Cloud tradicional. Examinamos la usabilidad y la experiencia de desarrollo en tres plataformas serverless de ... -
Functions as a service for distributed deep neural network inference over the cloud-to-things continuum
Bueno Calvente, Altair; Rubio-Muñoz, Bartolomé; Martín-Fernández, Cristian; Díaz-Rodríguez, Manuel (Wiley, 2024-02-11)
The use of serverless computing has been gaining popularity in recent years as an alternative to traditional Cloud computing. We explore the usability and potential development benefits of three popular open-source serverless ... -
IntegraDos: facilitating the adoption of the Internet of Things through the integration of technologies
Martín-Fernández, Cristian (UMA Editorial, 2018-11-14)
El Internet de las Cosas (IoT) fue un nuevo concepto introducido por K. Asthon en 1999 para referirse a un conjunto identificable de objetos conectados a través de RFID. Actualmente, el IoT se caracteriza por ser una ... -
Integrating FMI and ML/AI models on the open-sourcedigital twin framework OpenTwins
Infante, Sergio; Martín-Fernández, Cristian; Robles, Julia; Rubio-Muñoz, Bartolomé; Díaz-Rodríguez, Manuel; González Perea, Rafael; Montesinos, Pilar; Camacho Poyato, Emilio[et al.] (Wiley, 2024-03-24)
The realm of digital twins is experiencing rapid growth and presents a wealth ofopportunities for Industry 4.0. In conjunction with traditional simulation meth-ods, digital twins offer a diverse range of possibilities. ... -
Kafka-ML: Connecting the data stream with ML/AI frameworks
Martín-Fernández, Cristian; Langendoerfer, Peter; Soltani Zarrin, Pouya; Díaz-Rodríguez, Manuel; Rubio-Muñoz, Bartolomé (Elsevier, 2022-01-01)
Machine Learning (ML) and Artificial Intelligence (AI) depend on data sources to train, improve, and make predictions through their algorithms. With the digital revolution and current paradigms like the Internet of Things, ... -
Managing and Deploying Distributed and Deep Neural Models Through Kafka-ML in the Cloud-to-Things Continuum
Carnero, Alejandro; Martín-Fernández, Cristian; Torres, Daniel R.; Rubio-Muñoz, Bartolomé; Díaz-Rodríguez, Manuel (IEEE, 2021-08)
The Internet of Things (IoT) is constantly growing, generating an uninterrupted data stream pipeline to monitor physical world information. Hence, Artificial Intelligence (AI) continuously evolves, improving life quality ... -
Middleware and communication technologies for structural health monitoring of critical infrastructures: a survey
Alonso, Luis; Barbarán, Javier; Chen, Jaime; Diaz, Manuel; Llopis-Torres, Luis Manuel; Rubio-Muñoz, Bartolomé[et al.] (Elsevier, 2018-02)
Critical Infrastructure Protection (CIP) has become a priority for every country around the world with the aim of reducing vulnerabilities and improving protection of Critical Infrastructures (CI) against terrorist attacks ... -
Un middleware fiable para el desarrollo de aplicaciones sobre redes inalámbricas de sensores y actores
(Universidad de Málaga, Servicio de Publicaciones y Divulgación Científica, 2014)Middleware fiable para simplificar y gestionar el uso de redes inalámbricas de sensores y actores basado en el paradigma de comunicación publicador/suscriptor -
Run-time deployment and management of CoAP resources for the Internet of Things
Martín-Fernández, Cristian; Díaz-Rodríguez, Manuel; Rubio-Muñoz, Bartolomé (Sage Journals, 2017-02)
The continuous growth of the Internet of Things in recent years has meant it is increasingly more present, as Internet of Things scenarios such as smart homes and smart cities become part of our everyday lives. The Internet ... -
Sistema móvil para la monitorización de contaminación acústica
(2020-11-24)A día de hoy, según múltiples estudios de las más importantes organizaciones mundiales en el sector de la salud, se ha descubierto que la contaminación acústica es uno de los factores más perjudiciales en la vida humana ... -
State-of-the-art, challenges, and open issues in the integration of Internet of things and cloud computing.
Díaz-Rodríguez, Manuel; Martín-Fernández, Cristian; Rubio-Muñoz, Bartolomé (Elsevier, 2016-01-25)
The Internet of Things (IoT) is a paradigm based on the Internet that comprises many interconnected technologies like RFID (Radio Frequency IDentification) and WSAN (Wireless Sensor and Actor Networks) in order to exchange ... -
Un marco de desarrollo para la programación de aplicaciones de internet de las cosas en el borde de la red
(2020-01-17)En este Trabajo Fin de Grado se ha analizado y programado, mediante Node-RED, un marco de desarrollo visual que permite la programaciión de aplicaciones IoT sobre Edge Computing. Este marco permitirá la monitorización de ... -
Wireless sensor networks and structural health monitoring: Experiences with slab track infrastructures
Cañete, Eduardo; Chen, Jaime; Llopis-Torres, Luis Manuel; Díaz-Rodríguez, Manuel; Rubio-Muñoz, Bartolomé (SAGE, 2019)
Slab track systems have the potential to become a more sustainable option for high-speed railway infrastructures than traditional ballasted tracks. Traditionally, the systems that monitor these infrastructures have been ... -
λ-CoAP: An Internet of Things and Cloud Computing Integration based on the Lambda Architecture and CoAP
Díaz-Rodríguez, Manuel; Martín-Fernández, Cristian; Rubio-Muñoz, Bartolomé (Springer Nature, 2016-01-26)
The Internet of Things (IoT) is an emerging technology that is growing continuously thanks to the number of devices deployed and data generated. Nevertheless, an upper layer to abstract the limitations of storing, processing, ...