Cristian Martín

33 papers B 1C 5Journal 23Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
An End-to-End Digital Twin Framework for Dynamic Traffic Analytics in O-RAN.
IEEE Trans. Netw. Serv. Manag.
Hojjat Navidan, Cristian Martín, Vasilis Maglogiannis, Dries Naudts, Manuel Díaz, Ingrid Moerman, Adnan Shahid
2025 J jnl
A soft sensor open-source methodology for inexpensive monitoring of water quality: A case study of NO3- concentrations.
J. Comput. Sci.
Antonio Jesús Chaves, Cristian Martín, Luis Llopis Torres, Manuel Díaz, Jaime Fernández-Ortega, Juan Antonio Barberá, Bartolomé Andreo
2025 J jnl
Distributed digital twins on the open-source OpenTwins framework.
Adv. Eng. Informatics
Sergio Infante, Julia Robles, Cristian Martín, Bartolomé Rubio, Manuel Díaz
2025 J jnl
Foam Segmentation in Wastewater Treatment Plants: A Federated Learning Approach with Segment Anything Model 2.
CoRR
Mehmet Batuhan Duman, Alejandro Carnero, Cristian Martín, Daniel Garrido, Manuel Díaz
2024 C conf
Distributed Federated and Incremental Learning for Electric Vehicles Model Development in Kafka-ML.
WINCOM
Alejandro Carnero, Omer Waqar, Cristian Martín, Manuel Díaz
2024 B conf
Federated Learning Meets Blockchain: A Kafka-ML Integration for reliable model training using data streams.
IEEE Big Data
Antonio Jesús Chaves, Cristian Martín, Kwang Soon Kim, Adnan Shahid, Manuel Díaz
2024 J jnl
Functions as a service for distributed deep neural network inference over the cloud-to-things continuum.
Softw. Pract. Exp.
Altair Bueno, Bartolomé Rubio, Cristian Martín, Manuel Díaz
2024 J jnl
Integrating FMI and ML/AI models on the open-source digital twin framework OpenTwins.
Softw. Pract. Exp.
Sergio Infante, Cristian Martín, Julia Robles, Bartolomé Rubio, Manuel Díaz, Rafael González Perea, Pilar Montesinos, Emilio Camacho Poyato
2024 J jnl
Online learning and continuous model upgrading with data streams through the Kafka-ML framework.
Future Gener. Comput. Syst.
Alejandro Carnero, Cristian Martín, Gwanggil Jeon, Manuel Díaz
2024 J jnl
Pollen recognition through an open-source web-based system: automated particle counting for aerobiological analysis.
Earth Sci. Informatics
Antonio Jesús Chaves, Cristian Martín, Luis Llopis, Manuel Díaz, Rocío Ruiz-Mata, Enrique de Gálvez-Montañez, Marta Recio, María del Mar Trigo, Antonio Picornell
2024 J jnl
The orchestration of Machine Learning frameworks with data streams and GPU acceleration in Kafka-ML: A deep-learning performance comparative.
Expert Syst. J. Knowl. Eng.
Antonio Jesús Chaves, Cristian Martín, Manuel Díaz
2024 J jnl
Towards flexible data stream collaboration: Federated Learning in Kafka-ML.
Internet Things
Antonio Jesús Chaves, Cristian Martín, Manuel Díaz
2023 J jnl
OpenTwins: An open-source framework for the design, development and integration of effective 3D-IoT-AI-powered digital twins.
CoRR
Julia Robles, Cristian Martín, Manuel Díaz
2023 J jnl
OpenTwins: An open-source framework for the development of next-gen compositional digital twins.
Comput. Ind.
Julia Robles, Cristian Martín, Manuel Díaz
2022 J jnl
Facilitating the monitoring and management of structural health in civil infrastructures with an Edge/Fog/Cloud architecture.
Comput. Stand. Interfaces
Cristian Martín, Daniel Garrido, Luis Llopis, Bartolomé Rubio, Manuel Díaz
2022 J jnl
Kafka-ML: Connecting the data stream with ML/AI frameworks.
Future Gener. Comput. Syst.
Cristian Martín, Peter Langendoerfer, Pouya Soltani Zarrin, Manuel Díaz, Bartolomé Rubio
2022 C conf
Structural health and intelligent monitoring of wind turbine blades with a motorized telescope.
ICMLA
Alejandro Carnero, Cristian Martín, Manuel Díaz
2022 — conf
UNITE: Integrated IoT-Edge-Cloud Continuum.
WF-IoT
Marcin Brzozowski, Peter Langendoerfer, Augusto Casaca, António Grilo, Manuel Diaz, Cristian Martín, José Camacho, Giada Landi
2021 J jnl
An open source framework based on Kafka-ML for Distributed DNN inference over the Cloud-to-Things continuum.
J. Syst. Archit.
Daniel R. Torres, Cristian Martín, Bartolomé Rubio, Manuel Díaz
2021 J jnl
Managing and Deploying Distributed and Deep Neural Models Through Kafka-ML in the Cloud-to-Things Continuum.
IEEE Access
Alejandro Carnero, Cristian Martín, Daniel R. Torres, Daniel Garrido, Manuel Díaz, Bartolomé Rubio
2021 C conf
Vibration Analysis of a Wind Turbine Gearbox for Off-cloud Health Monitoring through Neuromorphic-computing.
IECON
Pouya Soltani Zarrin, Cristian Martín, Peter Langendoerfer, Christian Wenger, Manuel Diaz
2020 — conf
FogPi: A Portable Fog Infrastructure through Raspberry Pis.
MECO
Cristian Martín, Daniel R. Torres, Manuel Díaz, Bartolomé Rubio
2020 J jnl
Kafka-ML: connecting the data stream with ML/AI frameworks.
CoRR
Cristian Martín, Peter Langendörfer, Manuel Díaz, Bartolomé Rubio
2020 J jnl
Providing reliability and auditability to the IoT LwM2M protocol through Blockchain.
CoRR
Cristian Martín, Iván Alba, Joaquín Trillo, Enrique Soler, Bartolomé Rubio, Manuel Díaz
2019 — conf
From the Edge to the Cloud: Enabling Reliable IoT Applications.
FiCloud
Cristian Martín, Daniel Garrido, Manuel Díaz, Bartolomé Rubio
2018 C conf
An Edge Computing Architecture in the Internet of Things.
ISORC
Cristian Martín, Manuel Díaz, Bartolomé Rubio
2018 J jnl
Appdaptivity: An Internet of Things Device-Decoupled System for Portable Applications in Changing Contexts.
Sensors
Cristian Martín, Jeroen Hoebeke, Jen Rossey, Manuel Díaz, Bartolomé Rubio, Floris Van Den Abeele
2018 J jnl
On blockchain and its integration with IoT. Challenges and opportunities.
Future Gener. Comput. Syst.
Ana Reyna, Cristian Martín, Jaime Chen, Enrique Soler, Manuel Díaz
2018 J jnl
Smart Winery: A Real-Time Monitoring System for Structural Health and Ullage in Fino Style Wine Casks.
Sensors
Eduardo Cañete, Jaime Chen, Cristian Martín, Bartolomé Rubio
2017 J jnl
Run-time deployment and management of CoAP resources for the Internet of Things.
Int. J. Distributed Sens. Networks
Cristian Martín, Manuel Díaz, Bartolomé Rubio
2017 — conf
SocICoAP: Social Interaction with Supplementary Sensors and Actuators through CoAP in Smartphones.
COMPSAC (2)
Cristian Martín, Jaime Chen, Manuel Diaz, Ana Reyna, Bartolomé Rubio
2016 J jnl
State-of-the-art, challenges, and open issues in the integration of Internet of things and cloud computing.
J. Netw. Comput. Appl.
Manuel Díaz, Cristian Martín, Bartolomé Rubio
2015 C conf
\lambda -CoAP: An Internet of Things and Cloud Computing Integration Based on the Lambda Architecture and CoAP.
CollaborateCom
Manuel Díaz, Cristian Martín, Bartolomé Rubio