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Publications
2025
Distributed digital twins on the open-source OpenTwins framework
Sergio Infante; Julia Robles; Cristian Martín; Bartolomé Rubio; Manuel Díaz
2024
Towards flexible data stream collaboration: Federated Learning in Kafka-ML
Antonio Jesús Chaves; Cristian Martín; Manuel Díaz
A Methodology for the Development of Soft Sensors with Kafka-ML
Antonio Jesús Chaves; Cristian Martín; Luis Llopis Torres; Enrique Soler; Manuel Díaz; Rohit Sharma; Gwanggil Jeon; Yan Zhang
Integrating FMI and ML/AI models on the open-source digital twin framework OpenTwins
Sergio Infante; Cristian Martín; Julia Robles; Bartolomé Rubio; Manuel Díaz; Rafael González Perea; Pilar Montesinos; Emilio Camacho Poyato
2023
Pollen recognition through an open-source web-based system: automated particle counting for aerobiological analysis
Antonio Jesús Chaves; Cristian Martín; Luis Llopis Torres; Manuel Díaz; Rocío Ruiz-Mata; Enrique de Gálvez-Montañez; Marta Recio; M. Mar Trigo; Antonio Picornell
OpenTwins: An open-source framework for the development of next-gen compositional digital twins
Julia Robles; Cristian Martín; Manuel Díaz
Maintaining flexibility in smart grid consumption through deep learning and deep reinforcement learning
Fernando Gallego; Cristian Martín; Manuel Díaz; Daniel Garrido
The orchestration of Machine Learning frameworks with data streams and GPU acceleration in Kafka‐ML: A deep‐learning performance comparative
Antonio Jesús Chaves; Cristian Martín; Manuel Díaz
Portable motorized telescope system for wind turbine blades damage detection
Alejandro Carnero; Cristian Martín; Manuel Díaz
2022
Structural health and intelligent monitoring of wind turbine blades with a motorized telescope
Alejandro Carnero; Cristian Martín; Manuel Díaz
Kafka-ML: connecting the data stream with ML/AI frameworks
Cristian Martín; Peter Langendoerfer; Pouria Soltani; Manuel Díaz; Bartolomé Rubio
Facilitating the Monitoring and Management of Structural Health in Civil Infrastructures with an Edge/Fog/Cloud Architecture
Cristian Martín; Daniel Garrido; Luis Llopis; Bartolomé Rubio; Manuel Díaz
2021
Managing and Deploying Distributed and Deep Neural Models Through Kafka-ML in the Cloud-to-Things Continuum
Alejandro Carnero; Cristian Martín; Daniel R. Torres; Daniel Garrido; Manuel Díaz; Bartolomé Rubio
An open source framework based on Kafka-ML for DDNN inference over the Cloud-to-Things continuum
Daniel R. Torres; Cristian Martín; Manuel Díaz; Bartolomé Rubio
2020
Integrating Blockchain in Safety-Critical Systems: An Application to the Nuclear Industry
Manuel Díaz; Enrique Soler; Luis Llopis; Javier Trillo
FogPi: A Portable Fog Infrastructure through Raspberry Pis
Cristian Martín; Daniel Torres; Manuel Díaz; Bartolomé Rubio
2019
From the Edge to the Cloud: Enabling Reliable IoT Applications
Cristian Martín; Daniel Garrido; Manuel Díaz; Bartolomé Rubio
Performance analysis of wireless sensor networks and priority queueing systems
Esteban Cañete; Jian Chen; Manuel Díaz; Bartolomé Rubio; Juan M. Troya
Wireless sensor networks and structural health monitoring: Experiences with slab track infrastructures
Esteban Cañete; Jian Chen; Manuel Díaz; Luis Llopis; Bartolomé Rubio
PICO: A platform independent communications middleware for heterogeneous devices in smart grids
Jian Chen; Esteban Cañete; Daniel Garrido; Manuel Díaz; Krzysztof Piotrowski
2018
An edge computing architecture in the Internet of Things
Cristian Martín; Manuel Díaz; Bartolomé Rubio
On blockchain and its integration with IoT. Challenges and opportunities
Antonio Reyna; Cristian Martín; Jian Chen; Enrique Soler; Manuel Díaz
Appdaptivity: An Internet of Things Device-Decoupled System for Portable Applications in Changing Contexts
Cristian Martín; Jeroen Hoebeke; Jan Rossey; Manuel Díaz; Bartolomé Rubio; Frederik Van den Abeele
Smart Winery: A Real-Time Monitoring System for Structural Health and Ullage in Fino Style Wine Casks
Esteban Cañete; Jian Chen; Cristian Martín; Bartolomé Rubio
2017
Middleware and Communication Technologies for Structural Health Monitoring of Critical Infrastructures: A Survey
Laura Alonso; José Barbarán; Jian Chen; Manuel Díaz; Luis Llopis; Bartolomé Rubio
SocICoAP: Social Interaction with Supplementary Sensors and Actuators through CoAP in Smartphones
Cristian Martín; Jian Chen; Manuel Díaz; Antonio Reyna; Bartolomé Rubio
Run-time deployment and management of CoAP resources for the Internet of Things
Cristian Martín; Manuel Díaz; Bartolomé Rubio
2016
State-of-the-art, challenges, and open issues in the integration of Internet of Things and Cloud Computing
Manuel Díaz; Cristian Martín; Bartolomé Rubio
Lambda-CoAP: An Internet of Things and Cloud Computing Integration based on the Lambda Architecture and CoAP
Manuel Díaz; Cristian Martín; Bartolomé Rubio
2015
Using Wireless Sensor Networks and Trains as Data Mules to Monitor Slab Track Infrastructures
Esteban Cañete; Jian Chen; Manuel Díaz; Luis Llopis; Antonio Reyna; Bartolomé Rubio
Sensor4PRI: A Sensor Platform for the Protection of Railway Infrastructures
Esteban Cañete; Jian Chen; Manuel Díaz; Luis Llopis; Bartolomé Rubio
Measuring and modeling the energy cost of reconfiguration in sensor networks
Gokulnath Ramachandran; Esteban Cañete; Manuel Díaz; Bartolomé Rubio
2014
A Virtual Channel-based Framework for the Integration of Wireless Sensor Networks in the Cloud
José Barbarán; Manuel Díaz; Bartolomé Rubio
An Integrated WSAN and SCADA System for Monitoring a Critical Infrastructure
Ana M. Grilo; Jian Chen; Manuel Díaz; Daniel Garrido; António Casaca
2013
RAISE: Railway infrastructure health monitoring using wireless sensor networks
Jian Chen; Manuel Díaz; Bartolomé Rubio; Juan M. Troya
PS-QUASAR: A publish/subscribe QoS Aware Middleware for Wireless Sensor and Actor Networks
Jian Chen; Manuel Díaz; Bartolomé Rubio; Juan M. Troya
2012
HERO: a Hierarchical, Efficient and Reliable Routing Protocol for Wireless Sensor and Actor Networks
Esteban Cañete; Manuel Díaz; Luis Llopis; Bartolomé Rubio
Distributed Shared Memory as an Approach for Integrating WSNs and Cloud Computing
Peter Langendoerfer; Krzysztof Piotrowski; Manuel Díaz; Bartolomé Rubio
A Wireless Sensor Networks Framework based on Light Databases
Esteban Cañete; Manuel Díaz; Bartolomé Rubio
A Sensor-Cloud Integration for Industrial Automation
Manuel Díaz; Daniel Garrido; Luis Llopis; Bartolomé Rubio
Using standards to integrate soft real-time components into dynamic distributed architectures
José A. Dianes; Manuel Díaz; Bartolomé Rubio
NeuralSens: A neural network based framework to allow dynamic adaptation in wireless sensor and actor networks
Esteban Cañete; Jian Chen; Rafael M. Luque; Bartolomé Rubio
2011
Habitat: A DDS-based Service Framework for Smart Spaces
José A. Dianes; Manuel Díaz; Bartolomé Rubio
A Survey on Quality of Service Support in Wireless Sensor and Actor Networks: Requirements and Challenges in the Context of Critical Infrastructure Protection
Jian Chen; Manuel Díaz; Luis Llopis; Bartolomé Rubio; Juan M. Troya
A Cluster-Based Quantitative Reliability Model
Esteban Cañete; Manuel Díaz; Luis Llopis; Bartolomé Rubio
A Service-Oriented Approach to Facilitate WSAN Application Development
Esteban Cañete; Jian Chen; Manuel Díaz; Luis Llopis; Bartolomé Rubio
2010
DDS4RIS: A DDS Implementation for Wireless Sensor Networks
Eduardo Calderón; Jian Chen; Bartolomé Rubio
ServiceDDS: A Framework for Real-Time P2P System Integration
José A. Dianes; Manuel Díaz; Bartolomé Rubio
2009
Case Study: Tractor Safety; Avoiding Overturns and Farmland Monitoring using WSANs and the USEME Framework
E. Cañete; J. Chen; L. Llopis; B. Rubio
Dynamic Adaptation in Wireless Sensor Netwoks using Neural Networks
E. Cañete; J. Chen; L. Llopis; R.M. Luque; B. Rubio
Programming Wireless Sensor Networks Applications using SMEPP: a Case Study
J. Barbarán; J. A. Dianes; M. Díaz; D. Garrido; L. Llopis; A. Reyna; B. Rubio
Managing Multi-concern Application Complexity in AspectSBASCO
M. Díaz; S. Romero; B. Rubio; E. Soler; J.M. Troya
A Service-Oriented Middleware for Wireless Sensor and Actor Networks
E. Cañete; J. Chen; M. Díaz; L. Llopis; B. Rubio
Adding Aspect-Oriented Concepts to the High-Performance Component Model of SBASCO
M. Díaz; S. Romero; B. Rubio; E. Soler; J.M. Troya
2008
Designing distributed software with RT-Corba and SDL
M. Díaz; D. Garrido; L. Llopis; J.M. Troya
USEME: A Service-Oriented Framework for Wireless Sensor and Actor Networks
E. Cañete; J. Chen; M. Díaz; L. Llopis; B. Rubio
A Service-Oriented Programming Model for Real Time WSANs
E. Cañete; M. Díaz; L. Llopis; B. Rubio
2007
UM-RTCOM: an analyzable component model for real-time distributed systems
M. Díaz; D. Garrido; L. Llopis; F. Rus; J.M. Troya
A Survey on Programming Approaches and Challenges for Wireless Sensor Networks
M. Díaz; B. Rubio; J.M. Troya
A Component-based nuclear power plant simulator Kernel
M. Díaz; D. Garrido; S. Romero; J.M. Troya
A Tuple channel-based coordination model for parallel and distributed programming
M. Díaz; B. Rubio; J.M. Troya
Programming Wireless Sensor and Actor Networks with TC-WSANs
J. Barbarán; M. Díaz; I. Esteve; D. Garrido; L. Llopis; B. Rubio; J.M. Troya
TC-WSANs: A Tuple Channel based Coordination Model for Wireless Sensor and Actor Networks
J. Barbarán; M. Díaz; I. Esteve; D. Garrido; L. Llopis; B. Rubio; J.M. Troya
Experiences with Aspect-based Parallelization of Scientific Code
M. Díaz; S. Romero; B. Rubio; E. Soler; J.M. Troya
CoSP2P: A Component-based Service Model for Peer-to-Peer Systems
C. Alcaide; M. Díaz; L. Llopis; A. Márquez; B. Rubio; E. Soler
RTCOORD: A Methodology to design WSAN Applications
J. Barbarán; M. Díaz; I. Esteve; D. Garrido; L. Llopis; B. Rubio
RadMote: A Mobile Framework for Radiation Monitoring in Nuclear Power Plants
J. Barbarán; M. Díaz; I. Esteve; B. Rubio
Efficient parallel LAN/WAN algorithms for optimization
E. Alba; M. Díaz; C. Cotta; F. Almeida; M. Blesa; I. Dorta; C. Leon; J. Petit; A. Rojas; F. Xhafa; G.J. Luque; J. Gabarró; C. Rodriguez
A Real-Time Component-Oriented Middleware for Wireless Sensor and Actor Networks
J. Barbarán; M. Díaz; I. Esteve; D. Garrido; L. Llopis; B. Rubio
2006
A Component Framework for Wireless Sensor and Actor Networks
M. Díaz; D. Garrido; L. Llopis; B. Rubio; J.M. Troya