Programming Platform for Intelligent Collaborative Deployments over Heterogeneous Edge-IoT Environments

Informations projet

P2CODE

N° de convention de subvention: 101093069

DOI

10.3030/101093069

Projet clôturé

Date de signature de la CE 21 Novembre 2022

Date de début 1 Janvier 2023

Date de fin 31 Decembre 2025

Financé au titre de

• Digital, Industry and Space

Coût total

€ 7 153 035,38

Contribution de l’UE

€ 7 153 035,38

Coordonné par

UNISYSTEMS LUXEMBOURG SARL
Luxembourg

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

Documents, reports (1)

Mid-Term Dissemination-Communication-Exploitation report

Mid-term report including D-C-E achievements and plans, exploitable artefacts and mapping of stakeholders to them. Also evaluation of communication actions and strategic collaborations with other research projects.

Data Management Plan (1)

Data Management Plan

Data management plan including list of the generated datasets from test and trials. (To be updated biannually)

Publications

Peer reviewed articles (11)

Optimizing AI Transformer Models for <i>CO</i>₂ Emission Prediction in Self-Driving Vehicles With Mobile/Multi-Access Edge Computing Support

Auteurs: Javier Saez-Perez, Pablo Benlloch-Caballero, David Tena-Gago, Jose Garcia-Rodriguez, Jose Maria Alcaraz Calero, Qi Wang
Publié dans: IEEE Access, Numéro 12, 2024, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2024.3491306

Intent-driven network automation through sustainable multimodal generative AI

Auteurs: Kostis Trantzas, Dimitrios Brodimas, Besiana Agko, Georgios Christos Tziavas, Christos Tranoris, Spyros Denazis, Alexios Birbas
Publié dans: EURASIP Journal on Wireless Communications and Networking, Numéro 2025, 2025, ISSN 1687-1499
Éditeur: Springer Science and Business Media LLC
DOI: 10.1186/S13638-025-02472-X

Non-invasive, plug-and-play pollution detector for vehicle on-board instantaneous CO2 emission monitoring

Auteurs: Tena-Gago, D., Wang, Q., & Alcaraz-Calero, J. M.
Publié dans: Internet of Things, Numéro 22, 100755., 2023, ISSN 2542-6605
Éditeur: Elsevier
DOI: 10.1016/j.iot.2023.100755

Joint Distributed Computation Offloading and Radio Resource Slicing Based on Reinforcement Learning in Vehicular Networks

Auteurs: Khaled A. Alaghbari; Heng-Siong Lim; Charilaos C. Zarakovitis; N. M. Abdul Latiff; Sharifah Hafizah Syed Ariffin; Su Fong Chien
Publié dans: IEEE Open Journal of the Communications Society, 2025, ISSN 2644-125X
Éditeur: IEEE
DOI: 10.1109/OJCOMS.2025.3533093

Optimizing Kubernetes with Multi-Objective Scheduling Algorithms: A 5G Perspective

Auteurs: Mazen Farid, Heng Siong Lim, Chin Poo Lee, Charilaos C. Zarakovitis, Su Fong Chien
Publié dans: Computers, Numéro 14, 2025, ISSN 2073-431X
Éditeur: MDPI AG
DOI: 10.3390/COMPUTERS14090390

Intent-Based Infrastructure and Service Orchestration Using Agentic-AI

Auteurs: Dimitrios Brodimas, Alexios Birbas, Dimitrios Kapolos, Spyros Denazis
Publié dans: IEEE Open Journal of the Communications Society, Numéro 6, 2025, ISSN 2644-125X
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/OJCOMS.2025.3600706

Machine-Learning-Based Carbon Dioxide Concentration Prediction for Hybrid Vehicles

Auteurs: David Tena-Gago; Gelayol Golcarenarenji; Ignacio Martinez-Alpiste; Qi Wang; Jose M. Alcaraz-Calero
Publié dans: Sensors, Numéro Vol. 23, no. 3 p. 1350, 2023, ISSN 1424-8220
Éditeur: MDPI
DOI: 10.3390/s23031350

Design, Implementation, and Empirical Validation of a Framework for Remote Car Driving Using a Commercial Mobile Network

Auteurs: Javier Saez-Perez; Qi Wang; Jose M. Alcaraz-Calero; Jose Garcia-Rodriguez
Publié dans: Sensors, Numéro 23(3), 1671, 2023, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s23031671

Design and Implementation of an AI-Enabled Sensor for the Prediction of the Behaviour of Software Applications in Industrial Scenarios

Auteurs: Gama Garcia, A. M., Alcaraz Calero, J. M., Mora Mora, H., & Wang, Q.
Publié dans: Sensors, Numéro 24(4), 1236, 2024, ISSN 1424-8220
Éditeur: MDPI
DOI: 10.3390/s24041236

Efficient CNN-based low-resolution facial detection from UAVs

Auteurs: Diez-Tomillo, J., Martinez-Alpiste, I., Golcarenarenji, G., Wang, Q., & Alcaraz-Calero, J. M
Publié dans: Neural Comput & Applic, Numéro 36, 2024, ISSN 1433-3058
Éditeur: Spinger
DOI: 10.1007/s00521-023-09401-3

Design, Implementation and Validation of a Level 2 Automated Driving Vehicle Reference Architecture

Auteurs: Javier Saez‐Perez, Julio Diez‐Tomillo, David Tena‐Gago, Jose M. Alcaraz‐Calero, Qi Wang
Publié dans: Expert Systems, Numéro 42, 2025, ISSN 0266-4720
Éditeur: Wiley
DOI: 10.1111/EXSY.70050

Conference proceedings (19)

Digital Twin for Machine-Learning-based Vehicle CO 2 Emissions Concentration Prediction in Embedded System

Auteurs: Tena-Gago, D., AlSelek, M., Alcaraz-Calero, J. M., & Wang, Q
Publié dans: 2023, ISSN 1805-9597
Éditeur: IEEE
DOI: 10.1109/AE58099.2023.10274412

UniNetProbe: A Comprehensive 5G Research Testbed Framework

Auteurs: P. Papaioannou, G. Tziavas, D. Giannopoulos, C. Tranoris, S. Denazis
Publié dans: 2024 IEEE 29th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), 2025
Éditeur: IEEE
DOI: 10.1109/CAMAD62243.2024.10942984

Scaling Up Performance of Managed Applications on NUMA Systems

Auteurs: Orion Papadakis; Andreas Andronikakis; Nikos Foutris; Michail Papadimitriou; Athanasios Stratikopoulos; Foivos Zakkak; Polychronis Xekalakis; Christos Kotselidis
Publié dans: Proceedings of the 2023 ACM SIGPLAN International Symposium on Memory Management, 2023, ISBN 979-8-4007-0179-5
Éditeur: ACM
DOI: 10.1145/3591195.3595270

Impact of Sitting vs Standing Baselines on Performance Parameters of Stress Classification Models in Assembly Tasks

Auteurs: Danish Abbas Syed, Walter Quadrini, Marta Pinzone
Publié dans: IFAC-PapersOnLine, Numéro 59, 2025, ISSN 2405-8963
Éditeur: Elsevier BV
DOI: 10.1016/J.IFACOL.2025.11.861

A Lightweight Secure Aggregation Protocol for Federated Learning Applications

Auteurs: Elina van Kempen, Qifei Li, Giorgia Azzurra Marson, Claudio Soriente
Publié dans: 2025 IEEE 45th International Conference on Distributed Computing Systems (ICDCS), 2025
Éditeur: IEEE
DOI: 10.1109/ICDCS63083.2025.00012

A Multifaceted Memory Analysis of Java Benchmarks

Auteurs: Papadakis, O., Andronikakis, A., Foutris, N., Papadimitriou, M., Stratikopoulos, A., Zakkak, F., Xekalakis, P., & Kotselidis, C.-E.
Publié dans: 2023, ISBN 9798400703805
Éditeur: ACM
DOI: 10.1145/3617651.3622978

Advancing Off-Road Operations: Comparative Assessment of Object Detection Methodologies

Auteurs: Javier Saez-Perez, Qi Wang, Jose Maria Alcaraz Calero, Jose Garcia-Rodriguez
Publié dans: 2024 14th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP), 2024
Éditeur: IEEE
DOI: 10.1109/CSNDSP60683.2024.10636691

Unified Shared Memory: Friend or Foe?

Auteurs: Fumero Alfonso, J., Blanaru, F.-G., Stratikopoulos, A., Dohrmann, S., Viswanathan, S., & Kotselidis, C.-E.
Publié dans: 2023, ISBN 9798400703805
Éditeur: ACM
DOI: 10.1145/3617651.3622984

Federated Learning for Workload Forecasting for Network Service Management

Auteurs: Dimitrios Brodimas, Dimitrios Kapolos, Eleftherios Mylonas, Alexios Birbas, Michael Birbas
Publié dans: 2025 14th International Conference on Modern Circuits and Systems Technologies (MOCAST), 2025
Éditeur: IEEE
DOI: 10.1109/MOCAST65744.2025.11083940

TornadoViz: Visualizing Heterogeneous Execution Patterns in Modern Managed Runtime Systems

Auteurs: Michail Papadimitriou, Maria Xekalaki, Athanasios Stratikopoulos, Orion Papadakis, Juan Fumero, Christos Kotselidis
Publié dans: Proceedings of the 22nd ACM SIGPLAN International Conference on Managed Programming Languages and Runtimes, 2025
Éditeur: ACM
DOI: 10.1145/3759426.3760978

Transfer Learning-Enabled IoT System for Continuous Prediction of Vehicle CO2 Concentration

Auteurs: Al Selek, M., Tena-Gago, D., Alcaraz-Calero, J. M., & Wang, Q.
Publié dans: Proceedings of IEEE International Smart Cities Conference, 2023, ISSN 2687-8860
Éditeur: IEEE
DOI: 10.1109/ISC257844.2023.10293394

Larger-scale Nakamoto-style Blockchains Don’t Necessarily Offer Better Security

Auteurs: Albrecht, J., Andreina, S., Armknecht, F., Karame, G., Marson, G., & Willingmann, J.
Publié dans: 2024, ISSN 2375-1207
Éditeur: IEEE Computer Society
DOI: 10.1109/SP54263.2024.00227

Cross-Language Interoperability of Heterogeneous Code

Auteurs: Athanasios Stratikopoulos, Florin Blanaru, Juan Fumero, Maria Xekalaki, Orion Papadakis, Christos Kotselidis
Publié dans: Companion Proceedings of the 7th International Conference on the Art, Science, and Engineering of Programming, 2025
Éditeur: ACM
DOI: 10.1145/3594671.3594675

Empirical Comparison of Face Verification Algorithms from UAVs

Auteurs: Diez-Tomillo, J., Alcaraz-Calero, J. M., & Wang, Q.
Publié dans: 2023, ISSN 1847-358X
Éditeur: IEEE
DOI: 10.23919/SoftCOM58365.2023.10271666

Beehive SPIR-V Toolkit: A Composable and Functional API for Runtime SPIR-V Code Generation

Auteurs: Fumero, J., Rethy, G., Stratikopoulos, A., Foutris, N., & Kotselidis, C.
Publié dans: 2023, ISBN 9798400704017
Éditeur: ACM
DOI: 10.1145/3623507.3623555

Intent-Based 5G Core Deployment Using Generative AI

Auteurs: Dimitrios Brodimas, Nikolaos Tzanis, Alexios Birbas
Publié dans: 2025 International Conference on Computing, Networking and Communications (ICNC), 2025
Éditeur: IEEE
DOI: 10.1109/ICNC64010.2025.10993654

Dynamic and Static Code Analysis for Java Programs on Heterogeneous Hardware

Auteurs: Athanasios Stratikopoulos, Tianyu Zuo, Umut Sarp Harbalioglu, Juan Fumero, Michail Papadimitriou, Orion Papadakis, Maria Xekalaki, Christos Kotselidis
Publié dans: Proceedings of the 22nd ACM SIGPLAN International Conference on Managed Programming Languages and Runtimes, 2025
Éditeur: ACM
DOI: 10.1145/3759426.3760984

Towards Intent-based Network Management for the 6G System adopting Multimodal Generative AI

Auteurs: Brodimas, D., Trantzas, K., Agko, B., Tziavas, G. C., Tranoris, C., Denazis, S., & Birbas, A.
Publié dans: 2024, ISSN 2575-4912
Éditeur: IEEE
DOI: 10.1109/EuCNC/6GSummit60053.2024.10597022.

Short Paper: Estimating Patch Propagation Times across Blockchain Forks

Auteurs: Andreina, S., Alluminio, L., Marson, G. A., & Karame, G.
Publié dans: 2023, ISSN 0302-9743
Éditeur: Springer Verlag
DOI: 10.1007/978-3-031-47751-5_16

Book chapters (2)

Approaching Interoperability and Data-Related Processing Issues in a Human-Centric Industrial Scenario

Auteurs: Danish Abbas Syed, Walter Quadrini, Nima Rahmani Choubeh, Marta Pinzone, Sergio Gusmeroli
Publié dans: Communications in Computer and Information Science, Global Internet of Things and Edge Computing Summit, 2025
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-78572-6_2

Anonymous Authenticated Key Exchange

Auteurs: José Ignacio Escribano Pablos, María Isabel González Vasco, Ángel Pérez del Pozo, Claudio Soriente
Publié dans: Lecture Notes in Computer Science, Applied Cryptography and Network Security, 2025
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-95761-1_18