Preserving data privacy in Machine Learning pipelines with Federated Learning
FAME's project blog
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
35th Parallel CFD International Conference
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
Project SUNRISE's blog
"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
Euro-Par 2024 Conference
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.
Euro-Par 2024 Conference
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
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
19th Conference on Computer Science and Intelligence Systems (FedCSIS). Belgrade, Serbia
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
Project 6GSMART blog
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)
Project 6G SMART blog at i2CAT Foundation website
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
6G ENABLERS blog
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.