PUBLICATIONS

Journals

C. Resende, J. Oliveira, F. Sousa, W. Moreira and L. A. Sousa, “Improving Far-Edge Device Management in IoT Applications Using Kubernetes,” IEEE Open Journal of the Industrial Electronics Society, vol. 6, pp. 1027-1049, 2025

Foivos Pournaropoulos, Alexandros Patras, Christos D. Antonopoulos, Nikos Bellas, Spyros Lalis, “Fluidity: Providing flexible deployment and adaptation policy experimentation for serverless and distributed applications spanning cloud–edge–mobile environments“, Future Generation Computer Systems, vol. 157, 2024.

Ioana Livadariu, Ahmed Elmokashfi, Georgios Smaragdakis, “Tracking submarine cables in the wild“, Computer Networks, vol. 242, April 2024. [Also available here]

Giovane C. M. Moura, Marco Davids, Caspar Schutijser, Cristian Hesselman, John Heidemann, Georgios Smaragdakis., “Deep Dive into NTP Pool’s Popularity and Mapping“, Proceedings of the ACM on the Measurement and Analysis of Computing Systems (POMACS), vol. 8, no. 1, 2024.

Bharat Lal, Raffaele Gravina, Fanny Spagnolo, Pasquale Corsonello, “Compressed Sensing Approach for Physiological Signals: A Review“, IEEE Sensors Journal, vol. 23, no. 6, 2023.

Vincenzo Barbuto, Claudio Savaglio, Min Chen, Giancarlo Fortino, “Disclosing Edge Intelligence: A Systematic Meta-Survey“, Big Data and Cognitive Computing, vol. 7, no. 1, pp. 44, 2023.

Amira Bourechak, Ouarda Zedadra, Mohamed Nadjib Kouahla, Antonio Guerrieri, Hamid Seridi and Giancarlo Fortino, “At the Confluence of Artificial Intelligence and Edge Computing in IoT-Based Applications: A Review and New Perspectives“, Sensors, vol. 23, no. 3, 2023.

Conferences

Jiali Xu, Aya Moheddine, Valéria Loscrì, Alessandro Brighente, Mauro Conti. “SHIELD: Scalable and Holistic Evaluation Framework for ML-Based 5G Jamming Detection.” 20th International Conference on Availability, Reliability and Security (ARES), 11-14 Aug 2025, Ghent (BE), Belgium.

Nikos Terzenidis, Giannis Patronas, Dimitris Syrivelis, Eitan Zahavi, Athanasios Fevgas, Nikos Argyris, Prethvi Kashinkunti, Louis Capps, Zsolt-Alon Wertheimer, Chen Avin, Julie Bernauer, Elad Mentovich, Paraskevas Bakopoulos, “Programmable Fabrics with Optical Switches in AI Supercomputers“, 30th OptoElectronics and Communications Conference/ International Conference on Photonics in Switching and Computing 2025, 29 June-3 July, Sapporo, Japan 2025.

Jiali Xu, Valeria Loscrì. “Leveraging UE-Level Collaborative Intelligence for Scalable Jamming Detection in 5G Networks.” 4th Workshop on DIStributed COLlective Intelligence (DISCOLI 2025), in conjunction with IEEE DCOSS-IoT 2025, 9-11 Jun 2025, Lucca, Italy.

Jiexiong Guan, Zhenqing Hu, Christos D. Antonopoulos, Nikolaos Bellas, Spyros Lalis, Evgenia Smirni, Gang Zhou, Gagan Agrawal, Bin Ren. “TMModel: Modeling Texture Memory and Mobile GPU Performance to Accelerate DNN Computations”. 39th International Conference on Supercomputing, (ICS). June 8-11, 2025. Salt Lake City, UT.

Aya Moheddine, Valeria Loscri. “Identifying and Exploiting a Denial-of-Service Vulnerability in the NGAP Protocol in 5G Networks.” European Conference on Networks and Communications 2025 EuCNC & 6G Summit, 3-6 Jun 2025, Poznan, Poland.

Anastassios Nanos, Charalampos Mainas, Konstantinos Papazafeiropoulos, Apostolos Giannousas, Ilias Lagomatis, Aristotelis Kretsis. “MLIoT: Transparent and Secure ML Offloading in the Cloud-Edge-IoT Continuum“. Robotic Systems in the Edge-Cloud Continuum (RISE 2025) workshop, in conjunction with the 25th IEEE International Symposium on Cluster, Cloud and Internet Computing (CCGrid 2025), May 19-22, 2025, Tromsø, Norway.

Rego, F., Oliveira, J., Sousa, F., & Almeida, L. (2025). “NAMP: A Network-Aware Model Partitioning Framework for Constrained Devices.” The 4th Real-time And intelliGent Edge computing workshop (RAGE 2025), May 6, 2025, Irvine, California, USA. [Also available here.]

Theodoros Aslanidis, Dimitris Chatzopoulos, Spyros Lalis, “Cross-Domain DRL Agents for Efficient Job Placement in the Cloud-Edge Continuum“, The 5th Workshop on Machine Learning and Systems (EuroMLSys), in conjunction with EuroSys ’25, March 31st 2025, Rotterdam, The Netherlands.

Andrea Pazienza and Massimiliano Rossi. “Reinforcement Learning Training Strategies for 5G Networks Latency Optimization“, Machine Learning for Edge-Cloud Systems (ML4ECS) Workshop in conjunction with HiPEAC 2025, 20-22 January 2025, Barcelona, Spain.

F. Pournaropoulos et al. “Adaptive Application and System Management Across the Mobile-Edge-Cloud Continuum: A Smart Agriculture Use Case“, Machine Learning for Edge-Cloud Systems (ML4ECS) Workshop in conjunction with HiPEAC 2025, 20-22 January 2025, Barcelona, Spain.

Alexandros Patras, Nikolaos Bellas, Christos D. Antonopoulos and Spyros Lalis. “Managing Computational Resources with Machine Learning Policies“, Machine Learning for Edge-Cloud Systems (ML4ECS) Workshop in conjunction with HiPEAC 2025, 20-22 January 2025, Barcelona, Spain.

Ildi Alla, Selma Yahia, Valeria Loscri, Hossien Eldeeb. “Robust Device Authentication in Multi-Node Networks: ML-Assisted Hybrid PLA Exploiting Hardware Impairments“, Annual Computer Security Applications Conference (ACSAC), Dec 2024, Waikiki, Hawaii, USA.

Nawaz Ali, Gianluca Aloi, Floriano De Rango, Claudio Savaglio, Raffaele Gravina. “Edge-cloud continuum driven industry 4.0“, International Conference on Industry 4.0 and Smart Manufacturing (ISM 2024), 20-22 Nov. 2024, Prague, Czech Republic.

Andrea Pazienza. “Optimizing 5G Networks for Low-Latency Communication: A Reinforcement Learning-Based Approach“, International Conference on Industry 4.0 and Smart Manufacturing (ISM 2024), 20-22 Nov. 2024, Prague, Czech Republic.

Mangione F., Barbuto V., Savaglio C., Fortino G. “A Generative AI-Driven Architecture for Intelligent Transportation Systems“, The 10th IEEE World Forum on Internet of Things (IoT), 10-13 Nov. 2024, Ottawa, Canada.

Giorgos Polychronis, Manos Koutsoubelias, Spyros Lalis. “Should I Stay or Should I Go: A Learning Approach for Drone-based Sensing Applications“, 6th International Workshop on Wireless Sensors and Drones in the Internet of Things (Wi-DroIT) co-located with the 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), Abu Dhabi, United Arab Emirates, May, 2024.

Nawaz Ali, Gianluca Aloi Pasquale Pace, Michele Gianfelice, Francesco Pupo, Raffaele Gravina, Giancarlo Fortino, “Simulators for system dataset generation in the Edge-to-Cloud Continuum,” 3rd Workshop on DIStributed COLlective Intelligence (DISCOLI 2024), Abu Dhabi, United Arab Emirates, April 29 – May 1, 2024.

Joana Tirana, Dimitra Tsigkari, George Iosifidis, Dimitris Chatzopoulos, “Workflow Optimization for Parallel Split Learning,” IEEE Conference on Computer Communications (IEEE INFOCOM 2024), Vancouver, Canada, 20-23 May, 2024.

Q. Li, F. Mangione, F. Porreca, R. Gravina and G. Fortino, “Development and Validation of a Proximity-based Wearable Computing Testbed for Community-oriented Wearable Systems,” 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), Biarritz, France, May 2024. [Also available here.]

Nikita Yadav, Franziska Vollmer, Ahmad-Reza Sadeghi, Georgios Smaragdakis, Alexios Voulimeneas. “Orbital Shield: Rethinking Satellite Security in the Commercial Off-the-Shelf Era.“, Security for Space Systems (S3), May 27–28, 2024, ESTEC, The Netherlands. [Also available here.]

Ildi Alla, Hervé B Olou, Valeria Loscri, Marco Levorato. “From Sound to Sight: Audio-Visual Fusion and Deep Learning for Drone Detection.” ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec ’24), May 27–30, 2024, Seoul, South Korea.

Marwan Adnan Darwish, Georgios Smaragdakis. “Disjunctive Multi-Level Digital Forgetting Scheme“, 39th ACM/SIGAPP Symposium on Applied Computing (SAC ’24), 8-12 Apr 2024, Avila, Spain.

Anastassios Nanos, Ioannis Plakas, Georgios Ntoutsos, Charalampos Mainas. “Enabling Cloud-native IoT device management“, 1st International Workshop on MetaOS for the Cloud-Edge-IoT Continuum (MECC 2024), April 22, 2024, Athens, Greece.

Charalampos Mainas, Ioannis Plakas, Georgios Ntoutsos, Anastassios Nanos, “Sandboxing Functions for Efficient and Secure Multi-tenant Serverless Deployments“, European P4 Workshop (EuroP4), April 22, 2024, Athens, Greece. [Also available here]

Habib Mostafaei, Georgios Smaragdakis, “Per Priority Data Rate Measurement in Data Plane“, European P4 Workshop (EuroP4), December 8 2023, Paris, France. [Also available here]

Marco Loaiza, Claudio Savaglio, Niaz Hussain Arijo, Gianluca Aloi, Giancarlo Fortino, Raffaele Gravina, “Agents in software development architectures“, 24th Workshop “From Objects to Agents” (WOA23), 6th-8th November 2023, Rome.

João Oliveira, Filipe Sousa, Luís Almeida “IoTNetEMU – A Framework to Emulate and Test IoT Applications“, 19th ACM International Symposium on QoS and Security for Wireless and Mobile Networks (Q2SWinet ’23), October 30-November 3 2023, Montreal, QC, Canada. [Also available here]

V. Barbuto, C. Savaglio, R. Minerva, N. Crespi, G. Fortino, “Towards an Edge Intelligence-based Traffic Monitoring System“, 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2023), October 1-4, 2023, Oahu, Hawaii, USA. [Also available here and here]

Anup Kiran Bhattacharjee, Stefano Cecconello, Fernando Kuipers, Georgios Smaragdakis, “Fingerprinting of Cellular Infrastructure based on Broadcast Information“, European Symposium on Research in Computer Security (ESORICS), September 2023, The Hague, Netherlands. [Also available here]

Carola Rizza, Valeria Loscri. “AIRISC -A mmWave Angle-Insensitive Reconfigurable Intelligent Surface Communication System“, The International Conference on Embedded Wireless Systems and Networks (EWSN), Rende, Italy, September 2023. hal-04162929

T. Aslanidis, M. Koutsoubelias, S. Lalis, “Transparent Handover of Automated Drone Missions between Edge-based Control Stations“, The International Conference on Embedded Wireless Systems and Networks (EWSN), Rende, Italy, September 2023.

F. Pournaropoulos, C. D. Antonopoulos, S. Lalis, “Supporting the Adaptive Deployment of Modular Applications in Cloud-Edge-Mobile Systems“, The International Conference on Embedded Wireless Systems and Networks (EWSN), Rende, Italy, September 2023.

T. Aslanidis, A. Chouliaras, D. Chatzopoulos, “Reinforcement Learning Techniques for Optimizing System Configuration on the Cloud: A Taxonomy and Open Problems“, The 1st International Workshop on Machine Learning for Autonomic System Operation in the Device-Edge-Cloud Continuum (MLSysOps 2023), in conjunction with the International Conference on Embedded Wireless Systems and Networks (EWSN), Rende, Italy, September 2023.

A. Patras, F. Pournaropoulos, N. Bellas, C. D. Antonopoulos, S. Lalis, M. Goutha, A. Nanos, “A Minimal Testbed for Experimenting with Flexible Resource and Application Management in Heterogeneous Edge-Cloud Systems“, The 1st International Workshop on Machine Learning for Autonomic System Operation in the Device-Edge-Cloud Continuum (MLSysOps 2023), in conjunction with the International Conference on Embedded Wireless Systems and Networks (EWSN), Rende, Italy, September 2023.

M. Loaiza, C. Savaglio, R. Gravina, D. Chatzopoulos, S. Lalis, “Agents in the computing continuum: the MLSysOps perspective“, The 1st International Workshop on Machine Learning for Autonomic System Operation in the Device-Edge-Cloud Continuum (MLSysOps 2023), in conjunction with the International Conference on Embedded Wireless Systems and Networks (EWSN), Rende, Italy, September 2023.

Misha Glazunov, Apostolis Zarras, “Vacant holes for unsupervised detection of the outliers in compact latent representation“, 39th Conference on Uncertainty in Artificial Intelligence (UAI 2023), Pittsburgh, PA, United States, July 31 – August 4, 2023. [Also available here]

G. Polychronis, S. Lalis, “Flexible Computation Offloading at the Edge for Autonomous Drones with Uncertain Flight Times“, 19th IEEE International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), Pafos, Cyprus, 2023. [Also available here]

Other

Charles Robinson, Spyros Lalis, Danh Le Phuoc, Alois Zoitl, Octavian Fratu. “Bridging Domains in Large-scale Complex and Critical Systems“, HiPEAC 2025, 20-22 January 2025, Barcelona, Spain.

Carlos Resende, João Oliveira, Filipe Sousa, Waldir Junior, Luis Almeida. “Demo: Managing Far-Edge Devices using Kubernetes“, 21st International Conference on Embedded Wireless Systems and Networks (EWSN 2024), 10-13 Dec. 2024, Abu Dhabi, UAE.

Joana Tirana, Spyros Lalis, Dimitris Chatzopoulos, “MP-SL: Multihop Parallel Split Learning“.