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

Informazioni relative al progetto

P2CODE

ID dell’accordo di sovvenzione: 101093069

DOI

10.3030/101093069

Progetto chiuso

Data della firma CE 21 Novembre 2022

Data di avvio 1 Gennaio 2023

Data di completamento 31 Dicembre 2025

Finanziato da

• Digital, Industry and Space

Costo totale

€ 7 153 035,38

Contributo UE

€ 7 153 035,38

Coordinato da

UNISYSTEMS LUXEMBOURG SARL
Luxembourg

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

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)

Pubblicazioni

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

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

Intent-driven network automation through sustainable multimodal generative AI

Autori: Kostis Trantzas, Dimitrios Brodimas, Besiana Agko, Georgios Christos Tziavas, Christos Tranoris, Spyros Denazis, Alexios Birbas
Pubblicato in: EURASIP Journal on Wireless Communications and Networking, Numero 2025, 2025, ISSN 1687-1499
Editore: 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

Autori: Tena-Gago, D., Wang, Q., & Alcaraz-Calero, J. M.
Pubblicato in: Internet of Things, Numero 22, 100755., 2023, ISSN 2542-6605
Editore: Elsevier
DOI: 10.1016/j.iot.2023.100755

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

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

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

Autori: Mazen Farid, Heng Siong Lim, Chin Poo Lee, Charilaos C. Zarakovitis, Su Fong Chien
Pubblicato in: Computers, Numero 14, 2025, ISSN 2073-431X
Editore: MDPI AG
DOI: 10.3390/COMPUTERS14090390

Intent-Based Infrastructure and Service Orchestration Using Agentic-AI

Autori: Dimitrios Brodimas, Alexios Birbas, Dimitrios Kapolos, Spyros Denazis
Pubblicato in: IEEE Open Journal of the Communications Society, Numero 6, 2025, ISSN 2644-125X
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/OJCOMS.2025.3600706

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

Autori: David Tena-Gago; Gelayol Golcarenarenji; Ignacio Martinez-Alpiste; Qi Wang; Jose M. Alcaraz-Calero
Pubblicato in: Sensors, Numero Vol. 23, no. 3 p. 1350, 2023, ISSN 1424-8220
Editore: MDPI
DOI: 10.3390/s23031350

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

Autori: Javier Saez-Perez; Qi Wang; Jose M. Alcaraz-Calero; Jose Garcia-Rodriguez
Pubblicato in: Sensors, Numero 23(3), 1671, 2023, ISSN 1424-8220
Editore: 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

Autori: Gama Garcia, A. M., Alcaraz Calero, J. M., Mora Mora, H., & Wang, Q.
Pubblicato in: Sensors, Numero 24(4), 1236, 2024, ISSN 1424-8220
Editore: MDPI
DOI: 10.3390/s24041236

Efficient CNN-based low-resolution facial detection from UAVs

Autori: Diez-Tomillo, J., Martinez-Alpiste, I., Golcarenarenji, G., Wang, Q., & Alcaraz-Calero, J. M
Pubblicato in: Neural Comput & Applic, Numero 36, 2024, ISSN 1433-3058
Editore: Spinger
DOI: 10.1007/s00521-023-09401-3

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

Autori: Javier Saez‐Perez, Julio Diez‐Tomillo, David Tena‐Gago, Jose M. Alcaraz‐Calero, Qi Wang
Pubblicato in: Expert Systems, Numero 42, 2025, ISSN 0266-4720
Editore: Wiley
DOI: 10.1111/EXSY.70050

Conference proceedings (19)

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

Autori: Tena-Gago, D., AlSelek, M., Alcaraz-Calero, J. M., & Wang, Q
Pubblicato in: 2023, ISSN 1805-9597
Editore: IEEE
DOI: 10.1109/AE58099.2023.10274412

UniNetProbe: A Comprehensive 5G Research Testbed Framework

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

Scaling Up Performance of Managed Applications on NUMA Systems

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

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

Autori: Danish Abbas Syed, Walter Quadrini, Marta Pinzone
Pubblicato in: IFAC-PapersOnLine, Numero 59, 2025, ISSN 2405-8963
Editore: Elsevier BV
DOI: 10.1016/J.IFACOL.2025.11.861

A Lightweight Secure Aggregation Protocol for Federated Learning Applications

Autori: Elina van Kempen, Qifei Li, Giorgia Azzurra Marson, Claudio Soriente
Pubblicato in: 2025 IEEE 45th International Conference on Distributed Computing Systems (ICDCS), 2025
Editore: IEEE
DOI: 10.1109/ICDCS63083.2025.00012

A Multifaceted Memory Analysis of Java Benchmarks

Autori: Papadakis, O., Andronikakis, A., Foutris, N., Papadimitriou, M., Stratikopoulos, A., Zakkak, F., Xekalakis, P., & Kotselidis, C.-E.
Pubblicato in: 2023, ISBN 9798400703805
Editore: ACM
DOI: 10.1145/3617651.3622978

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

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

Unified Shared Memory: Friend or Foe?

Autori: Fumero Alfonso, J., Blanaru, F.-G., Stratikopoulos, A., Dohrmann, S., Viswanathan, S., & Kotselidis, C.-E.
Pubblicato in: 2023, ISBN 9798400703805
Editore: ACM
DOI: 10.1145/3617651.3622984

Federated Learning for Workload Forecasting for Network Service Management

Autori: Dimitrios Brodimas, Dimitrios Kapolos, Eleftherios Mylonas, Alexios Birbas, Michael Birbas
Pubblicato in: 2025 14th International Conference on Modern Circuits and Systems Technologies (MOCAST), 2025
Editore: IEEE
DOI: 10.1109/MOCAST65744.2025.11083940

TornadoViz: Visualizing Heterogeneous Execution Patterns in Modern Managed Runtime Systems

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

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

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

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

Autori: Albrecht, J., Andreina, S., Armknecht, F., Karame, G., Marson, G., & Willingmann, J.
Pubblicato in: 2024, ISSN 2375-1207
Editore: IEEE Computer Society
DOI: 10.1109/SP54263.2024.00227

Cross-Language Interoperability of Heterogeneous Code

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

Empirical Comparison of Face Verification Algorithms from UAVs

Autori: Diez-Tomillo, J., Alcaraz-Calero, J. M., & Wang, Q.
Pubblicato in: 2023, ISSN 1847-358X
Editore: IEEE
DOI: 10.23919/SoftCOM58365.2023.10271666

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

Autori: Fumero, J., Rethy, G., Stratikopoulos, A., Foutris, N., & Kotselidis, C.
Pubblicato in: 2023, ISBN 9798400704017
Editore: ACM
DOI: 10.1145/3623507.3623555

Intent-Based 5G Core Deployment Using Generative AI

Autori: Dimitrios Brodimas, Nikolaos Tzanis, Alexios Birbas
Pubblicato in: 2025 International Conference on Computing, Networking and Communications (ICNC), 2025
Editore: IEEE
DOI: 10.1109/ICNC64010.2025.10993654

Dynamic and Static Code Analysis for Java Programs on Heterogeneous Hardware

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

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

Autori: Brodimas, D., Trantzas, K., Agko, B., Tziavas, G. C., Tranoris, C., Denazis, S., & Birbas, A.
Pubblicato in: 2024, ISSN 2575-4912
Editore: IEEE
DOI: 10.1109/EuCNC/6GSummit60053.2024.10597022.

Short Paper: Estimating Patch Propagation Times across Blockchain Forks

Autori: Andreina, S., Alluminio, L., Marson, G. A., & Karame, G.
Pubblicato in: 2023, ISSN 0302-9743
Editore: 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

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

Anonymous Authenticated Key Exchange

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