Cristian Martín

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 27

Top Topics

Learning Frameworks

Health Monitoring

Cloud Computing

Top Venues

Future Gener. Comput. Syst.

Softw. Pract. Exp.

Publications

Sergio Infante, Cristian Martín, Julia Robles, Bartolomé Rubio, Manuel Díaz, Rafael González Perea, Pilar Montesinos, Emilio Camacho Poyato
Integrating FMI and ML/AI models on the open-source digital twin framework OpenTwins. Softw. Pract. Exp. 54 (8) (2024)
Alejandro Carnero, Cristian Martín, Gwanggil Jeon, Manuel Díaz
Online learning and continuous model upgrading with data streams through the Kafka-ML framework. Future Gener. Comput. Syst. 160 (2024)
Antonio Jesús Chaves, Cristian Martín, Manuel Díaz
Towards flexible data stream collaboration: Federated Learning in Kafka-ML. Internet Things 25 (2024)
Antonio Jesús Chaves, Cristian Martín, Manuel Díaz
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. 41 (2) (2024)
Antonio Jesús Chaves, Cristian Martín, Luis Llopis, Manuel Díaz, Rocío Ruiz-Mata, Enrique de Gálvez-Montañez, Marta Recio, María del Mar Trigo, Antonio Picornell
Pollen recognition through an open-source web-based system: automated particle counting for aerobiological analysis. Earth Sci. Informatics 17 (1) (2024)
Altair Bueno, Bartolomé Rubio, Cristian Martín, Manuel Díaz
Functions as a service for distributed deep neural network inference over the cloud-to-things continuum. Softw. Pract. Exp. 54 (8) (2024)
Julia Robles, Cristian Martín, Manuel Díaz
OpenTwins: An open-source framework for the design, development and integration of effective 3D-IoT-AI-powered digital twins. CoRR (2023)
Julia Robles, Cristian Martín, Manuel Díaz
OpenTwins: An open-source framework for the development of next-gen compositional digital twins. Comput. Ind. 152 (2023)
Cristian Martín, Daniel Garrido, Luis Llopis, Bartolomé Rubio, Manuel Díaz
Facilitating the monitoring and management of structural health in civil infrastructures with an Edge/Fog/Cloud architecture. Comput. Stand. Interfaces 81 (2022)
Cristian Martín, Peter Langendoerfer, Pouya Soltani Zarrin, Manuel Díaz, Bartolomé Rubio
Kafka-ML: Connecting the data stream with ML/AI frameworks. Future Gener. Comput. Syst. 126 (2022)
Marcin Brzozowski, Peter Langendoerfer, Augusto Casaca, António Grilo, Manuel Diaz, Cristian Martín, Jose Camacho, Giada Landi
UNITE: Integrated IoT-Edge-Cloud Continuum. WF-IoT (2022)
Alejandro Carnero, Cristian Martín, Manuel Díaz
Structural health and intelligent monitoring of wind turbine blades with a motorized telescope. ICMLA (2022)
Pouya Soltani Zarrin, Cristian Martín, Peter Langendoerfer, Christian Wenger, Manuel Diaz
Vibration Analysis of a Wind Turbine Gearbox for Off-cloud Health Monitoring through Neuromorphic-computing. IECON (2021)
Daniel R. Torres, Cristian Martín, Bartolomé Rubio, Manuel Díaz
An open source framework based on Kafka-ML for Distributed DNN inference over the Cloud-to-Things continuum. J. Syst. Archit. 118 (2021)
Alejandro Carnero, Cristian Martín, Daniel R. Torres, Daniel Garrido, Manuel Díaz, Bartolomé Rubio
Managing and Deploying Distributed and Deep Neural Models Through Kafka-ML in the Cloud-to-Things Continuum. IEEE Access 9 (2021)
Cristian Martín, Daniel R. Torres, Manuel Díaz, Bartolomé Rubio
FogPi: A Portable Fog Infrastructure through Raspberry Pis. MECO (2020)
Cristian Martín, Iván Alba, Joaquín Trillo, Enrique Soler, Bartolomé Rubio, Manuel Díaz
Providing reliability and auditability to the IoT LwM2M protocol through Blockchain. CoRR (2020)
Cristian Martín, Peter Langendörfer, Manuel Díaz, Bartolomé Rubio
Kafka-ML: connecting the data stream with ML/AI frameworks. CoRR (2020)
Cristian Martín, Daniel Garrido, Manuel Díaz, Bartolomé Rubio
From the Edge to the Cloud: Enabling Reliable IoT Applications. FiCloud (2019)
Cristian Martín, Manuel Díaz, Bartolomé Rubio
An Edge Computing Architecture in the Internet of Things. ISORC (2018)
Eduardo Cañete, Jaime Chen, Cristian Martín, Bartolomé Rubio
Smart Winery: A Real-Time Monitoring System for Structural Health and Ullage in Fino Style Wine Casks. Sensors 18 (3) (2018)
Ana Reyna, Cristian Martín, Jaime Chen, Enrique Soler, Manuel Díaz
On blockchain and its integration with IoT. Challenges and opportunities. Future Gener. Comput. Syst. 88 (2018)
Cristian Martín, Jeroen Hoebeke, Jen Rossey, Manuel Díaz, Bartolomé Rubio, Floris Van Den Abeele
Appdaptivity: An Internet of Things Device-Decoupled System for Portable Applications in Changing Contexts. Sensors 18 (5) (2018)
Cristian Martín, Jaime Chen, Manuel Diaz, Ana Reyna, Bartolomé Rubio
SocICoAP: Social Interaction with Supplementary Sensors and Actuators through CoAP in Smartphones. COMPSAC (2) (2017)
Cristian Martín, Manuel Díaz, Bartolomé Rubio
Run-time deployment and management of CoAP resources for the Internet of Things. Int. J. Distributed Sens. Networks 13 (3) (2017)
Manuel Díaz, Cristian Martín, Bartolomé Rubio
State-of-the-art, challenges, and open issues in the integration of Internet of things and cloud computing. J. Netw. Comput. Appl. 67 (2016)
Manuel Díaz, Cristian Martín, Bartolomé Rubio
\lambda -CoAP: An Internet of Things and Cloud Computing Integration Based on the Lambda Architecture and CoAP. CollaborateCom (2015)