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ORCIDCristian Martín 0002
Person information
- affiliation: University of Málaga, Department of Languages and Computer Science, Spain
Other persons with the same name
- Cristian Martín 0001 — Ikerlan Research Center, Mondragón, Spain
- Cristian Martín-Reinhold (aka: Cristian Martín 0003) — Jaume I University, Centre for Interactiva Visualization (CeVI), Castellón de la Plana, Spain
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2020 – today
- 2024
[j16]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)- [j15]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): 699-710 (2024) - [j14]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: 251-263 (2024) - [j13]Antonio Jesús Chaves, Cristian Martín, Manuel Díaz:
Towards flexible data stream collaboration: Federated Learning in Kafka-ML. Internet Things 25: 101036 (2024) - [j12]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): 1297-1311 (2024) - [j11]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): 1470-1490 (2024) - [c9]Alejandro Carnero, Omer Waqar, Cristian Martín, Manuel Díaz:
Distributed Federated and Incremental Learning for Electric Vehicles Model Development in Kafka-ML. WINCOM 2024: 1-8 - 2023
- [j10]Julia Robles, Cristian Martín, Manuel Díaz:
OpenTwins: An open-source framework for the development of next-gen compositional digital twins. Comput. Ind. 152: 104007 (2023) - [i3]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 abs/2301.05560 (2023) - 2022
- [j9]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: 103600 (2022) - [j8]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: 15-33 (2022) - [c8]Alejandro Carnero, Cristian Martín, Manuel Díaz:
Structural health and intelligent monitoring of wind turbine blades with a motorized telescope. ICMLA 2022: 105-112 - [c7]Marcin Brzozowski, Peter Langendoerfer, Augusto Casaca, António Grilo, Manuel Diaz, Cristian Martín, José Camacho, Giada Landi:
UNITE: Integrated IoT-Edge-Cloud Continuum. WF-IoT 2022: 1-6 - 2021
- [j7]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: 125478-125495 (2021) - [j6]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: 102214 (2021) - [c6]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: 1-5 - 2020
- [c5]Cristian Martín, Daniel R. Torres, Manuel Díaz, Bartolomé Rubio:
FogPi: A Portable Fog Infrastructure through Raspberry Pis. MECO 2020: 1-3 - [i2]Cristian Martín, Peter Langendörfer, Manuel Díaz, Bartolomé Rubio:
Kafka-ML: connecting the data stream with ML/AI frameworks. CoRR abs/2006.04105 (2020) - [i1]Cristian Martín, Iván Alba, Joaquín Trillo, Enrique Soler, Bartolomé Rubio, Manuel Díaz:
Providing reliability and auditability to the IoT LwM2M protocol through Blockchain. CoRR abs/2008.06694 (2020)
2010 – 2019
- 2019
- [c4]Cristian Martín, Daniel Garrido, Manuel Díaz, Bartolomé Rubio:
From the Edge to the Cloud: Enabling Reliable IoT Applications. FiCloud 2019: 17-22 - 2018
- [j5]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: 173-190 (2018) - [j4]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): 803 (2018) - [j3]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): 1345 (2018) - [c3]Cristian Martín, Manuel Díaz, Bartolomé Rubio:
An Edge Computing Architecture in the Internet of Things. ISORC 2018: 99-102 - 2017
- [j2]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) - [c2]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: 672-677 - 2016
- [j1]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: 99-117 (2016) - 2015
- [c1]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: 195-206
Coauthor Index
aka: Manuel Diaz
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