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M
Manuel Díáz
University of Malaga
21
H-index
194
Paper Count
4.1K
Citation Count
0
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Published Papers
32
Publication Date
Publication Date
Impact Factor
Citations
Digital Twin composition through causal analysis
Engineering Applications of Artificial Intelligence
IF
8
2026-08-24
0
OA
AI
Sergio Martín-Albo; Luis Llopis; Manuel Díaz; Cristian Martín
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An End-to-End Digital Twin Framework for Dynamic Traffic Analytics in O-RAN
IEEE Transactions on Network and Service Management
IF
5.4
2026-01-01
0
PRE
AI
Hojjat Navidan; Cristian Martín; Vasilis Maglogiannis; Dries Naudts; Manuel Díaz; Ingrid Moerman; Adnan Shahid
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Distributed digital twins on the open-source OpenTwins framework
ADVANCED ENGINEERING INFORMATICS
IF
9.9
2025-03-01
0
OA
AI
Infante, Sergio; Robles, Julia; Martin, Cristian; Rubio, Bartolome; Diaz, Manuel
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A soft sensor open-source methodology for inexpensive monitoring of water quality: A case study of NO3-concentrations
nature computational science
IF
3.7
2025-02-01
0
OA
AI
Chaves, Antonio Jesus; Martin, Cristian; Torres, Luis Llopis; Diaz, Manuel; Fernandez-Ortega, Jaime; Barbera, Juan Antonio; Andreo, Bartolome
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Online learning and continuous model upgrading with data streams through the Kafka-ML framework
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF
6.1
2024-11-01
0
OA
AI
Carnero, Alejandro; Martin, Cristian; Jeon, Gwanggil; Diaz, Manuel
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Towards flexible data stream collaboration: Federated Learning in Kafka-ML
INTERNET OF THINGS
IF
7.6
2024-04-01
5
OA
AI
Chaves, Antonio Jesus; Martin, Cristian; Diaz, Manuel
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OpenTwins: An open-source framework for the development of next-gen compositional digital twins
COMPUTERS IN INDUSTRY
IF
9.1
2023-11-01
25
OA
AI
Robles, Julia; Martin, Cristian; Diaz, Manuel
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Maintaining flexibility in smart grid consumption through deep learning and deep reinforcement learning☆
ENERGY AND AI
IF
9.6
2023-07-01
7
OA
AI
Gallego, Fernando; Martin, Cristian; Diaz, Manuel; Garrido, Daniel
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The orchestration of Machine Learning frameworks with data streams and GPU acceleration in Kafka-ML: A deep-learning performance comparative
EXPERT SYSTEMS
IF
2.3
2023-03-15
7
OA
AI
Chaves, Antonio Jesus; Martin, Cristian; Diaz, Manuel
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Facilitating the monitoring and management of structural health in civil infrastructures with an Edge/Fog/Cloud architecture
COMPUTER STANDARDS & INTERFACES
IF
3.1
2022-04-01
21
OA
AI
Martin, Cristian; Garrido, Daniel; Llopis, Luis; Rubio, Bartolome; Diaz, Manuel
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Kafka-ML: Connecting the data stream with ML/AI frameworks
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF
6.1
2022-01-01
24
OA
AI
Martin, Cristian; Langendoerfer, Peter; Zarrin, Pouya Soltani; Diaz, Manuel; Rubio, Bartolome
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An open source framework based on Kafka-ML for Distributed DNN inference over the Cloud-to-Things continuum
JOURNAL OF SYSTEMS ARCHITECTURE
IF
4.1
2021-09-01
20
OA
AI
Torres, Daniel R.; Martin, Cristian; Rubio, Bartolome; Diaz, Manuel
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Managing and Deploying Distributed and Deep Neural Models Through Kafka-ML in the Cloud-to-Things Continuum
IEEE ACCESS
IF
3.6
2021-01-01
11
OA
AI
Carnero, Alejandro; Martin, Cristian; Torres, Daniel R.; Garrido, Daniel; Diaz, Manuel; Rubio, Bartolome
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Integrating Blockchain in Safety-Critical Systems: An Application to the Nuclear Industry
IEEE ACCESS
IF
3.6
2020-01-01
11
OA
AI
Diaz, Manuel; Soler, Enrique; Llopis, Luis; Trillo, Joaquin
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PICO: A platform independent communications middleware for heterogeneous devices in smart grids
COMPUTER STANDARDS & INTERFACES
IF
3.1
2019-07-01
8
PRE
AI
Chen, Jaime; Canete, Eduardo; Garrido, Daniel; Diaz, Manuel; Piotrowski, Krzysztof
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On blockchain and its integration with loT. Challenges and opportunities
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF
6.1
2018-11-01
985
OA
AI
Reyna, Ana; Martin, Cristian; Chen, Jaime; Soler, Enrique; Diaz, Manuel
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Appdaptivity: An Internet of Things Device-Decoupled System for Portable Applications in Changing Contexts
SENSORS
IF
3.5
2018-04-26
3
OA
AI
Martin, Cristian; Hoebeke, Jeroen; Rossey, Jen; Diaz, Manuel; Rubio, Bartolome; Van den Abeele, Floris
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Middleware and communication technologies for structural health monitoring of critical infrastructures: A survey
COMPUTER STANDARDS & INTERFACES
IF
3.1
2018-02-01
43
OA
AI
Alonso, Luis; Barbaran, Javier; Chen, Jaime; Diaz, Manuel; Llopis, Luis; Rubio, Bartolome
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State-of-the-art, challenges, and open issues in the integration of Internet of things and cloud computing
JOURNAL OF NETWORK AND COMPUTER APPLICATIONS
IF
8
2016-05-01
434
PRE
AI
Diaz, Manuel; Martin, Cristian; Rubio, Bartolome
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λ-CoAP: An Internet of Things and Cloud Computing Integration Based on the Lambda Architecture and CoAP
COLLABORATIVE COMPUTING: NETWORKING, APPLICATIONS, AND WORKSHARING, COLLABORATECOM 2015
IF
0
2016-01-29
8
PRE
AI
Diaz, Manuel; Martin, Cristian; Rubio, Bartolome
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Research Directions
No research directions
Co-authors
Cooperation Journals
G
Gwanggil Jeon
H-index: 54 · Papers: 762
I
Ingrid Moerman
H-index: 53 · Papers: 964
B
Bartolomé Andreo
H-index: 39 · Papers: 188
L
Luis Alonso
H-index: 34 · Papers: 404
J
Jeroen Hoebeke
H-index: 32 · Papers: 269
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