Publications

2025

  • Distributed digital twins on the open-source OpenTwins framework
    Sergio Infante; Julia Robles; Cristian Martín; Bartolomé Rubio; Manuel Díaz
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2024

  • Towards flexible data stream collaboration: Federated Learning in Kafka-ML
    Antonio Jesús Chaves; Cristian Martín; Manuel Díaz
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  • 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
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  • 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
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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
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  • OpenTwins: An open-source framework for the development of next-gen compositional digital twins
    Julia Robles; Cristian Martín; Manuel Díaz
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  • Maintaining flexibility in smart grid consumption through deep learning and deep reinforcement learning
    Fernando Gallego; Cristian Martín; Manuel Díaz; Daniel Garrido
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  • 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
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  • Portable motorized telescope system for wind turbine blades damage detection
    Alejandro Carnero; Cristian Martín; Manuel Díaz
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2022

  • Structural health and intelligent monitoring of wind turbine blades with a motorized telescope
    Alejandro Carnero; Cristian Martín; Manuel Díaz
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  • Kafka-ML: connecting the data stream with ML/AI frameworks
    Cristian Martín; Peter Langendoerfer; Pouria Soltani; Manuel Díaz; Bartolomé Rubio
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  • 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
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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
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  • 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
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2020

  • Integrating Blockchain in Safety-Critical Systems: An Application to the Nuclear Industry
    Manuel Díaz; Enrique Soler; Luis Llopis; Javier Trillo
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  • FogPi: A Portable Fog Infrastructure through Raspberry Pis
    Cristian Martín; Daniel Torres; Manuel Díaz; Bartolomé Rubio
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2019

  • From the Edge to the Cloud: Enabling Reliable IoT Applications
    Cristian Martín; Daniel Garrido; Manuel Díaz; Bartolomé Rubio
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  • Performance analysis of wireless sensor networks and priority queueing systems
    Esteban Cañete; Jian Chen; Manuel Díaz; Bartolomé Rubio; Juan M. Troya
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  • Wireless sensor networks and structural health monitoring: Experiences with slab track infrastructures
    Esteban Cañete; Jian Chen; Manuel Díaz; Luis Llopis; Bartolomé Rubio
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  • PICO: A platform independent communications middleware for heterogeneous devices in smart grids
    Jian Chen; Esteban Cañete; Daniel Garrido; Manuel Díaz; Krzysztof Piotrowski
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2018

  • An edge computing architecture in the Internet of Things
    Cristian Martín; Manuel Díaz; Bartolomé Rubio
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  • On blockchain and its integration with IoT. Challenges and opportunities
    Antonio Reyna; Cristian Martín; Jian Chen; Enrique Soler; Manuel Díaz
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  • 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
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  • 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
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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
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  • SocICoAP: Social Interaction with Supplementary Sensors and Actuators through CoAP in Smartphones
    Cristian Martín; Jian Chen; Manuel Díaz; Antonio Reyna; Bartolomé Rubio
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  • Run-time deployment and management of CoAP resources for the Internet of Things
    Cristian Martín; Manuel Díaz; Bartolomé Rubio
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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
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  • Lambda-CoAP: An Internet of Things and Cloud Computing Integration based on the Lambda Architecture and CoAP
    Manuel Díaz; Cristian Martín; Bartolomé Rubio
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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
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  • Sensor4PRI: A Sensor Platform for the Protection of Railway Infrastructures
    Esteban Cañete; Jian Chen; Manuel Díaz; Luis Llopis; Bartolomé Rubio
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  • Measuring and modeling the energy cost of reconfiguration in sensor networks
    Gokulnath Ramachandran; Esteban Cañete; Manuel Díaz; Bartolomé Rubio
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2014

  • A Virtual Channel-based Framework for the Integration of Wireless Sensor Networks in the Cloud
    José Barbarán; Manuel Díaz; Bartolomé Rubio
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  • An Integrated WSAN and SCADA System for Monitoring a Critical Infrastructure
    Ana M. Grilo; Jian Chen; Manuel Díaz; Daniel Garrido; António Casaca
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2013

  • RAISE: Railway infrastructure health monitoring using wireless sensor networks
    Jian Chen; Manuel Díaz; Bartolomé Rubio; Juan M. Troya
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  • PS-QUASAR: A publish/subscribe QoS Aware Middleware for Wireless Sensor and Actor Networks
    Jian Chen; Manuel Díaz; Bartolomé Rubio; Juan M. Troya
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2012

  • HERO: a Hierarchical, Efficient and Reliable Routing Protocol for Wireless Sensor and Actor Networks
    Esteban Cañete; Manuel Díaz; Luis Llopis; Bartolomé Rubio
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  • Distributed Shared Memory as an Approach for Integrating WSNs and Cloud Computing
    Peter Langendoerfer; Krzysztof Piotrowski; Manuel Díaz; Bartolomé Rubio
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  • A Wireless Sensor Networks Framework based on Light Databases
    Esteban Cañete; Manuel Díaz; Bartolomé Rubio
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  • A Sensor-Cloud Integration for Industrial Automation
    Manuel Díaz; Daniel Garrido; Luis Llopis; Bartolomé Rubio
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  • Using standards to integrate soft real-time components into dynamic distributed architectures
    José A. Dianes; Manuel Díaz; Bartolomé Rubio
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  • 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
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2011

  • Habitat: A DDS-based Service Framework for Smart Spaces
    José A. Dianes; Manuel Díaz; Bartolomé Rubio
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  • 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
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  • A Cluster-Based Quantitative Reliability Model
    Esteban Cañete; Manuel Díaz; Luis Llopis; Bartolomé Rubio
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  • A Service-Oriented Approach to Facilitate WSAN Application Development
    Esteban Cañete; Jian Chen; Manuel Díaz; Luis Llopis; Bartolomé Rubio
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2010

  • DDS4RIS: A DDS Implementation for Wireless Sensor Networks
    Eduardo Calderón; Jian Chen; Bartolomé Rubio
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  • ServiceDDS: A Framework for Real-Time P2P System Integration
    José A. Dianes; Manuel Díaz; Bartolomé Rubio
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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
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  • Managing Multi-concern Application Complexity in AspectSBASCO
    M. Díaz; S. Romero; B. Rubio; E. Soler; J.M. Troya
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  • A Service-Oriented Middleware for Wireless Sensor and Actor Networks
    E. Cañete; J. Chen; M. Díaz; L. Llopis; B. Rubio
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  • Adding Aspect-Oriented Concepts to the High-Performance Component Model of SBASCO
    M. Díaz; S. Romero; B. Rubio; E. Soler; J.M. Troya
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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
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  • A Service-Oriented Programming Model for Real Time WSANs
    E. Cañete; M. Díaz; L. Llopis; B. Rubio
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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
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  • 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
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  • Experiences with Aspect-based Parallelization of Scientific Code
    M. Díaz; S. Romero; B. Rubio; E. Soler; J.M. Troya
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  • CoSP2P: A Component-based Service Model for Peer-to-Peer Systems
    C. Alcaide; M. Díaz; L. Llopis; A. Márquez; B. Rubio; E. Soler
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  • RTCOORD: A Methodology to design WSAN Applications
    J. Barbarán; M. Díaz; I. Esteve; D. Garrido; L. Llopis; B. Rubio
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  • RadMote: A Mobile Framework for Radiation Monitoring in Nuclear Power Plants
    J. Barbarán; M. Díaz; I. Esteve; B. Rubio
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  • 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
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2006

  • A Component Framework for Wireless Sensor and Actor Networks
    M. Díaz; D. Garrido; L. Llopis; B. Rubio; J.M. Troya
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