Scientific publications

You will find in this page the scientific publications related to the project:

Impact of Sitting vs Standing Baselines on Performance Parameters of Stress Classification Models in Assembly Tasks by D. A. Syed, W. Quadrini and M. Pinzone. 15th IFAC Workshop on Intelligent Manufacturing Systems IMS 2025. IFAC-PapersOnline. December 2025. DOI: 10.1016/j.ifacol.2025.11.861.

Sum Secrecy Rate Optimization in UAV Communications Using Quantum Actor-Critic Reinforcement Learning by S. F. Chien, S. Y.-C. Chen, M. Tham, H. Siong Lim, C. C. Zarakovitis, Michail A. Kourtis, and Y. Wong. GLOBECOM 2024 – 2024 IEEE Global Communications Conference. December 2025.

TornadoViz: Visualizing Heterogeneous Execution Patterns in Modern Managed Runtime Systemson Heterogeneous Hardware by M. Papadimitriou, M. Xekalaki, A. Stratikopoulos, O. Papadakis, J. Fumero, C. Kotselidis. Proceedings of the 22nd ACM SIGPLAN International Conference on Managed Programming Languages and Runtimes (MPLR ’25). October 2025. DOI: 10.1145/3759426.3760978.

Dynamic and Static Code Analysis for Java Programs on Heterogeneous Hardware by A. Stratikopoulos, T. Zuo, U. S. Harbalioglu, J. Fumero, M. Papadimitriou, O. Papadakis, M. Xekalaki, C. Kotselidis. Proceedings of the 22nd ACM SIGPLAN International Conference on Managed Programming Languages and Runtimes (MPLR ’25). October 2025. DOI: 10.1145/3759426.3760984.

A Scalable Swarm Intelligence Algorithm for Autonomous UAV Search and Rescue Operations by J. Saez-Perez, J. Diez-Tomillo, P. Benlloch-Caballero, P. Salva-Garcia and Q. Wang. 2025 44th International Symposium on Reliable Distributed Systems (SRDS). September 2025.

Optimizing Kubernetes with Multi-Objective Scheduling Algorithms: A 5G Perspective by M. Farid, H.S. Lim, C.P. Lee, C.C. Zarakovitis, S.F. Chien SF. Computers. September 2025. DOI: 10.3390/computers14090390.

Intent-Based Infrastructure and Service Orchestration Using Agentic-AI by D. Brodimas, A. Birbas, D. Kapolos, S. Denazis. IEEE Open Journal of the Communications Society. August 2025. DOI: 10.1109/OJCOMS.2025.3600706.

A Lightweight Secure Aggregation Protocol for Federated Learning Applications by E. van Kempen, Q. Li, G. A. Marson, C. Soriente. 2025 IEEE 45th International Conference on Distributed Computing Systems (ICDCS). July 2025. DOI: 10.1109/ICDCS63083.2025.00012.

Impact of Face Detection Algorithms on UAV-Based Real-Time Face Recognition Systems by J. Diez-Tomillo, J. Saez-Perez, P. Benlloch-Caballero, P. Salva-Garcia, J. Alcaraz-Calero, and Q. Wang. 5th International Conference on Electrical, Computer and Energy Technologies (ICECET 2025). July 2025.

Intent-driven network automation through sustainable multimodal generative AI by K. Trantzas, D. Brodimas, B. Agko, G. C. Tziavas, C. Tranoris, S. Denazis & A. Birbas. EURASIP Journal on Wireless Communications and Networking. June 2025. DOI: 10.1186/s13638-025-02472-x.

Federated Learning for Workload Forecasting for Network Service Management by D. Brodimas, D. Kapolos, E. Mylonas, A. Birbas and M. Birbas. 2025 14th International Conference on Modern Circuits and Systems Technologies (MOCAST). June 2025. DOI: 10.1109/MOCAST65744.2025.11083940.

Anonymous Authenticated Key Exchange by J. I. E. Pablos, M. I. G. Vasco, Á. P. d. Pozo, C. Soriente. Applied Cryptography and Network Security. ACNS 2025. Lecture Notes in Computer Science. June 2025. DOI: 10.1007/978-3-031-95761-1_18.

Design, Implementation and Validation of a Level 2 Automated Driving Vehicle Reference Architecture by J. Saez-Perez, J. Diez-Tomillo , D. Tena-Gago, J.M. Alcaraz-Calero and Q. Wang. Expert Systems. May 2025. DOI: 10.1111/exsy.70050.

Intent-Based 5G Core Deployment Using Generative AI by D. Brodimas, N. Tzanis, A. Birbas. 2025 International Conference on Computing, Networking and Communications (ICNC). February 2025. DOI: 10.1109/ICNC64010.2025.10993654.

Joint Distributed Computation Offloading and Radio Resource Slicing Based on Reinforcement Learning in Vehicular Networks by K. A. Alaghbari, H. S. Lim, C. Zarakovitis, N. M. A. Latiff, S. H. S. Ariffin and S. F. Chien. IEEE Open Journal of the Communications Society, January 2025. DOI: 10.1109/OJCOMS.2025.3533093.

Approaching Interoperability and Data-Related Processing Issues in a Human-Centric Industrial Scenario by D. A. Syed, W. Quadrini, N. Rahmani Choubeh, M. Pinzone, S. Gusmeroli. Communications in Computer and Information Science [Book series], Global Internet of Things and Edge Computing Summit. GIECS 2024. January 2025. DOI: 10.1007/978-3-031-78572-6_2

Optimizing AI Transformer Models for CO₂ Emission Prediction in Self-Driving Vehicles With Mobile/Multi-Access Edge Computing Support by J. Saez-Perez, P. Benlloch-Caballero, D. Tena Gago, J. Garcia Rodriguez, J. M. Alcaraz Calero and Q. Wang, IEEE Access, November 2024. DOI: 10.1109/ACCESS.2024.3491306

UniNetProbe: A Comprehensive 5G Research Testbed Framework by P. Papaioannou, G. Tziavas, D. Giannopoulos, C. Tranoris and S. Denazis, 2024 IEEE 29th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), October 2024. DOI: 10.1109/CAMAD62243.2024.10942984

Advancing Off-Road Operations: Comparative Assessment of Object Detection Methodologies by J. Saez-Perez, Q. Wang, J. M. Alcaraz Calero, J. Garcia Rodriguez 2024 14th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP), July 2024. DOI: 10.1109/CSNDSP60683.2024.10636691

Towards Intent-based Network Management for the 6G System adopting Multimodal Generative AI by D. Brodimas, K. Trantzas, B. Agko, G. C. Tziavas, C. Tranoris, S. Denazis, A. Birbas, 2024 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), June 2024. DOI: 10.1109/EuCNC/6GSummit60053.2024.10597022

Larger-scale Nakamoto-style blockchains don’t necessarily offer better security by J. Albrecht, S. Andreina, F. Armknecht, G. Karame, G. Marson, J. Willingmann, 2024 IEEE Symposium on Security and Privacy (SP), May 2024. DOI: 10.1109/SP54263.2024.00227

Design and Implementation of an AI-Enabled Sensor for the Prediction of the Behaviour of Software Applications in Industrial Scenarios by A. M. Gama Garcia, J. M. Alcaraz Calero, H. Mora Mora, and Q. Wang, Sensors, February 2024. DOI: 10.3390/s24041236

Efficient CNN-based low-resolution facial detection from UAVs by J. Diez-Tomillo, I. Martinez-Alpiste, G. Golcarenarenji, Q. Wang and J. M. Alcaraz-Calero, Neural Computing and Applications, January 2024. DOI: 10.1007/s00521-023-09401-3

Exploiting multihoming capabilities in 5G-enabled IoT nodes by R. Fayos-Jordan, S. Felici-Castell, J. Segura-Garcia, J. M. Alcaraz-Calero and A. Cervello-Duato. IEEE Access, November 2023. DOI: 10.1109/ACCESS.2023.3338180

Beehive SPIR-V Toolkit: A Composable and Functional API for Runtime SPIR-V Code Generation by J. Fumero, G. Rethy, A. Stratikopoulos, N. Foutris, C. Kotselidis. Proceedings of the 15th ACM SIGPLAN International Workshop on Virtual Machines and Intermediate Languages (VMIL 2023), October 2023. DOI: 10.1145/3623507.3623555

Unified Shared Memory: Friend or Foe? Understanding the Implications of Unified Memory on Managed Heaps by J. Fumero, F. Blanaru, A. Stratikopoulos, S. Dohrmann, S. Viswanathan, C. Kotselidis. Proceedings of the 20th ACM SIGPLAN International Conference on Managed Programming Languages and Runtime (MPLR 2023), October 2023. DOI: 10.1145/3617651.362298

A Multifaceted Memory Analysis of Java Benchmarks by O. Papadakis, A. Andronikakis, N. Foutris, M. Papadimitriou, A. Stratikopoulos, F. Zakkak, P. Xekalakis, C. Kotselidis. Proceedings of the 20th ACM SIGPLAN International Conference on Managed Programming Languages and Runtimes (MPLR 2023), October 2023. DOI: 10.1145/3617651.3622978

Transfer Learning-Enabled IoT System for Continuous Prediction of Vehicle CO 2 Concentration by M. Al Selek, D. Tena-Gago, J. M. Alcaraz-Calero, and Q. Wang, 2023 IEEE International Smart Cities Conference (ISC2), October 2023. DOI: 10.1109/ISC257844.2023.10293394

Empirical Comparison of Face Verification Algorithms from UAVs by J. Diez-Tomillo, J. M. Alcaraz-Calero and Q. Wang. 2023 International Conference on Software, Telecommunications and Computer Networks (SoftCOM), September 2023. DOI: 10.23919/SoftCOM58365.2023.10271666

Digital Twin for Machine-Learning-based Vehicle CO 2 Emissions Concentration Prediction in Embedded System by D. Tena-Gago, M. AlSelek, J. M. Alcaraz-Calero and Q. Wang. 2023 International Conference on Applied Electronics (AE), September 2023. DOI: 10.1109/AE58099.2023.10274412

Scaling Up Performance of Managed Applications on NUMA Systems by O. Papadakis, A. Andronikakis, N. Foutris, M. Papadimitriou, A. Stratikopoulos, F. Zakkak, P. Xekalakis, C. Kotselidis. Proceedings of the 2023 ACM SIGPLAN International Symposium on Memory Management (ISMM), June 2023. DOI: 10.1145/3591195.3595270

Short Paper: Estimating Patch Propagation Times across Blockchain Forks by S. Andreina, L. Alluminio, G.A. Marson, G.Karame. Lecture Notes in Computer Science [Book series], International Conference on Financial Cryptography and Data Security, May 2023. DOI: 10.1007/978-3-031-47751-5_16

Non-invasive, plug-and-play pollution detector for vehicle on-board instantaneous CO2 emission monitoring by D. Tena-Gago, Q. Wang, J. M. Alcaraz-Calero. Internet of Things, March 2023. DOI: 10.1016/j.iot.2023.100755

Design, Implementation, and Empirical Validation of a Framework for Remote Car Driving Using a Commercial Mobile Network by J. Saez-Perez, J., Q. Wang, J.M. Alcaraz-Calero, J. Garcia-Rodriguez. Sensors for Smart Vehicle Applications [Special Issue], Sensors, February 2023. DOI: 10.3390/s23031671

Machine-Learning-Based Carbon Dioxide Concentration Prediction for Hybrid Vehicles by D. Tena-Gago, G. Golcarenarenji, I. Martinez-Alpiste, Q. Wang, J.M. Alcaraz-Calero. AI-IoT for New Challenges in Smart Cities [Special Issue], Sensors, January 2023. DOI: 10.3390/s23031350