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Preserving data privacy in Machine Learning pipelines with Federated Learning

Jul 2024
FAME's project blog
  • Gil Pereira, Pablo
  • Lazcano, Raquel
  • Vera, Juan Manuel
The feature extraction capabilities of Machine Learning (ML) models have led to their wide adoption in a large variety of sectors: from anomaly detection for machinery, to user clustering and behavioral prediction, market trends predictions, or the analysis of text, sound, and image data.

Assessing computational fluid dynamics on GPU using portable languages

Sep 2024
35th Parallel CFD International Conference
  • El Faqir, Youssef
Accelerators are essential for achieving optimal performance and energy efficiency in computing. However, market segmentation often leads to language lock-ins, limiting flexibility across accelerators and increasing development costs.

Detecting Compromised Structural Integrity - An AI tool for Critical Infrastructure Operators working towards Climate Resilience

Aug 2024
Project SUNRISE's blog
  • Triviño, Mario
"Critical infrastructure operators across Europe must prepare their facilities, equipment, and personnel to operate under more strenuous conditions in a warming climate. 

Navigating the Dynamic Heterogeneous Computing Sphere: The Role of EdgeHarbor as a Multi-Edge Orchestrator

Aug 2024
Euro-Par 2024 Conference
  • D'Andria, Francesco
  • Volkov, Alex
  • Martrat, Josep
The term ‘Dynamic Heterogeneous Computing Sphere’ is used to describe a computing paradigm that is heterogeneous, volatile and highly dynamic.

Placing Computational Tasks within Edge-Cloud Continuum: a DRL Delay Minimization Scheme.

Aug 2024
Euro-Par 2024 Conference
  • D'Andria, Francesco
  • et al,
In the rapidly evolving landscape of IoT-Edge-Cloud continuum (IECC), effective management of computational tasks offloaded from mobile devices to edge nodes is crucial.

Anomaly Detection Method

  • Tsvetanov Koshutanski, Hristo
  • García Bedoya, Alejandro
This patent is based on the Asset "L-ADS: Live Anomaly Detection System". Status: submitted to the European Patent Office.

Dynamic Threat Intelligence for Improvement of Resilience of Critical Infrastructure During Pandemics

Sep 2024
19th Conference on Computer Science and Intelligence Systems (FedCSIS). Belgrade, Serbia
  • Pasic, Aljosa
  • Gonzalez Zarzosa, Susana
  • de Juan Fidalgo, Pablo
The COVID-19 pandemic is an example of a temporary situation when critical infrastructure (CI) operators had to operate with continuously changing conditions. The role of cyber infrastructure during pandemics, for example for the remote work or access to critical systems, has also changed.

Importance of cloud continuum service orchestration in industrial environments

Oct 2024
Project 6GSMART blog
  • Benedicto Cirujeda, Jesús
In industrial environments, cloud services and the Internet of Things (IoT) converge, with the need to manage complex and diverse computing environments for service and infrastructure providers, a process called cloud continuum.

6GSMART-ICC: A Cloud-Continuum ORChestrator (CORC)

Oct 2024
Project 6G SMART blog at i2CAT Foundation website
  • Benedicto Cirujeda, Jesús
Nowadays, to meet the demands of Industry 4.0, a seamless convergence between the different cloud domains (edge, edge and cloud) is key for industries to have a cloud-native intelligent orchestration layer capable of establishing the necessary mechanisms to ensure continuity of services as data m

The business potential of Smart Contracts

Nov 2024
6G ENABLERS blog
  • Castro, Sonia
The telecom sector continues its transition towards virtualizing infrastructure. The digitalization of assets and their commercialization in a marketplace is expected to play a central role in 6G networks.

Sources, levels, and determinants of indoor air pollutants in Europe: A systematic review

Feb 2025
Science of The Total Environment Volume 964 - Elsevier
  • Mediavilla, Cesar
  • et al,
Clean air is a requirement for life, and the quality of indoor air is a health determinant since people spend most of their daily time indoors.

We@Work: Wellbeing, Health and Safety at Work

Jul 2018
Proceedings - 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Honolulu, Hawaii, USA
  • Mediavilla, Cesar
  • et al,
Care cost for rehabilitation and treatment of work-related injuries and disorders are steadily increasing.

Integrating an Electronic Health Record Graphical User Interface into Nanoelectronic-Based Biosensor Technology

Sep 2013
Proceedings - XIII Mediterranean Conference on Medical and Biological Engineering and Computing 2013 (MEDICON 2013)
  • M Quintero, Ana
  • Cavero, Carlos
  • Mediavilla, Cesar
Lack of good and standardised Electronic Health Record (EHR) Graphical User Interfaces (GUI) can hinder the acceptance of ground-breaking medical devices devoted to healthcare professionals and / or patients.

Coco-Cloud project: Confidential and compliant clouds

Jun 2014
Proceedings - IEEE EMBS International Conference on Information Technology Applications in Biomedicine (ITAB), Valencia, Spain
  • Mediavilla, Cesar
  • et al,
The Coco-Cloud (Confidential and Compliant Cloud) project is under the scope of the 7th Framework Programme of the European Commission and its main objective is to allow users to share data in the Cloud, guaranteeing its privacy and security in the case of sensitive information, ensuring th

Security and Trust in Open and Disaggregated 6G networks

Jul 2024
24th International Conference on Transparent Optical Networks (ICTON), Bari (Italy)
  • Gómez Chávez, Guillermo
  • Castro, Sonia
  • et al,
Telecommunication networks are undergoing a significant shift from closed and proprietary systems towards open and interoperable networks. This transition allows for greater flexibility and reduced dependence on single providers.

Decentralized Identity Management

Mar 2025
Book chapter: Holistic IoT Security, Privacy and Safety: Integrated Approaches Protecting A Highly Connected World, by Konstantinos Loupos (ed.), 2025
  • Palomares, Ángel
  • Esbrí Vidal, Laura
Chapter 5 of the book Holistic IoT Security, Privacy and Safety: Integrated Approaches Protecting A Highly Connected World, by Konstantinos Loupos (ed.), 2025. ISBN 978-1-63828-506-9. E-ISBN 978-1-63828-507-6.

Intrusion Detection for IoT-based Context and Networks

Mar 2025
Book chapter: Holistic IoT Security, Privacy and Safety: Integrated Approaches Protecting A Highly Connected World, by Konstantinos Loupos (ed.), 2025
  • Caramazana Zarzosa, César
Chapter 8 of the book Holistic IoT Security, Privacy and Safety: Integrated Approaches Protecting A Highly Connected World, by Konstantinos Loupos (ed.), 2025. ISBN 978-1-63828-506-9. E-ISBN 978-1-63828-507-6.

FeLix, the Federated Learning Framework

  • García, Joaquín
  • Vera, Juan Manuel
  • Rojas-Delgado, Jairo
The Federated Learning is a rapidly growing field that enables the decentralized training of AI models while keeping data on the premises where it is generated.

Verifiable Credentials Template Generator

  • Palomares, Ángel
  • Crespo, Alberto
This Verifiable Credentials Template Generator can greatly simplify and automate the generation of VCs for organisations (public, private and third sector) issuing them, be it companies generating credentials for their employees or customers, legal person credentials to interact with public admin

FrameFocus: Intelligent Frame Selection from Videos for Object Detection Training

  • Ferrando, Germán
Object detection training addresses a common problem in both NLP and Computer Vision: the selection of data for model training.

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