Machine Learning for Autonomic System Operation in the Heterogeneous Edge-Cloud Continuum

Informazioni relative al progetto

MLSysOps

ID dell’accordo di sovvenzione: 101092912

DOI

10.3030/101092912

Progetto chiuso

Data della firma CE 21 Novembre 2022

Data di avvio 1 Gennaio 2023

Data di completamento 31 Gennaio 2026

Finanziato da

• Digital, Industry and Space

Costo totale

€ 5 711 250,01

Contributo UE

€ 5 711 250,00

Coordinato da

PANEPISTIMIO THESSALIAS
Greece

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

Other (3)

Final Version of AI-ready MLSysOps Framework

The final release of the AI-ready MLSysOps framework, including final working versions of all underlying mechanisms.

Final Version of System Simulators

The final release of system simulators for datacenters and smart-/deep-edge infrastructures.

Final Version of AI Architecture and ML Models

The final release of the agent-based AI architecture with final versions of the ML models for node-level, infrastructure slice-level and continuum-level management.

Data sets, microdata, etc (1)

MLSysOps Open Data Sets

The open data sets produced by the project according to FAIR

Documents, reports (1)

Final Integration and Evaluation Report

Describes the final integration and evaluation results.

Pubblicazioni

Conference proceedings (51)

From Sound to Sight: Audio-Visual Fusion and Deep Learning for Drone Detection

Autori: Ildi Alla, Hervé B. Oulu, Valeria Loscri, Marco Levorato
Pubblicato in: 17th ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec 2024), 2024
Editore: ACM
DOI: 10.1145/3643833.3656133

Reinforcement Learning Techniques for Optimizing System Configuration on the Cloud: A Taxonomy and Open Problems

Autori: Theodoros Aslanidis, Andreas Chouliaras, Dimitris Chatzopoulos
Pubblicato in: The 1st International Workshop on Machine Learning for Autonomic System Operations in the Device-Edge-Cloud Continuum (MLSysOps 2023), 2023
Editore: ACM
DOI: 10.5555/3639940.3639995

A Robust Fingerprinting Mechanism Based on Amplifier Non Linearities

Autori: Biagi, Mauro; Loscri, Valeria
Pubblicato in: 2025 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), 2025
Editore: IEEE
DOI: 10.1109/EUCNC/6GSUMMIT63408.2025.11037077

MLIoT: Transparent and Secure ML Offloading in the Cloud-Edge-IoT Continuum

Autori: Anastassios Nanos, Charalampos Mainas, Konstantinos Papazafeiropoulos, Apostolos Giannousas, Ilias Lagomatis, Aristotelis Kretsis
Pubblicato in: 2025
Editore: IEEE
DOI: 10.5281/ZENODO.15472183

FedHeur: Multi-Heuristic Client Selection for Task Offloading in Federated Learning

Autori: Nawaz Ali, Gianluca Aloi, Raffaele Gravina, Claudio Savaglio, Ali Hassan Sodhro, Giancarlo Fortino
Pubblicato in: 2025 21st International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), 2025
Editore: IEEE
DOI: 10.5281/ZENODO.18631551

Edge-cloud continuum driven industry 4.0

Autori: Nawaz Ali, Gianluca Aloi, Floriano De Rango, Claudio Savaglio, Raffaele Gravina
Pubblicato in: Procedia Computer Science, Numero 253, 2025, ISSN 1877-0509
Editore: Elsevier
DOI: 10.1016/J.PROCS.2025.01.318

Benefits of Agent-Oriented Transitioning from Monolithic To Service-Based Architectures

Autori: Daniel-Costel Bouleanu, Marco Loaiza, Costin Bădică, Raffaele Gravina, Giancarlo Fortino
Pubblicato in: 2024 International Conference on INnovations in Intelligent SysTems and Applications (INISTA), 2024
Editore: IEEE
DOI: 10.1109/INISTA62901.2024.10683829

Vacant Holes for Unsupervised Detection of the Outliers in Compact Latent Representation

Autori: Glazunov, Misha; Zarras, Apostolis
Pubblicato in: 39th Conference on Uncertainty in Artificial Intelligence (UAI '23), 2023, ISSN 2640-3498
Editore: Proceedings of Machine Learning Research
DOI: 10.48550/arxiv.2306.09646

Identifying and Exploiting a Denial-Of-Service Vulnerability in the NGAP Protocol in 5G Networks

Autori: Moheddine, Aya; Loscri, Valeria
Pubblicato in: 2025 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), 2025
Editore: IEEE
DOI: 10.1109/EUCNC/6GSUMMIT63408.2025.11036893

Agents in the computing continuum: the MLSysOps perspective

Autori: Marco Loaiza, Dimitris Chatzopoulos, Claudio Savaglio, Raffaele Gravina, Spyros Lalis
Pubblicato in: The 1st International Workshop on Machine Learning for Autonomic System Operations in the Device-Edge-Cloud Continuum (MLSysOps 2023), 2023
Editore: ACM
DOI: 10.5555/3639940.3639991

Decentralized IoT-Edge Computing: An LSTM-Based Federated Learning Framework for Personalized Task Failure Prediction

Autori: Nawaz Ali, Mir Hassan, Ali Hassan Sodhro, Gianluca Aloi, Raffaele Gravina, Claudio Savaglio, Giovanni Iacca, Giancarlo Fortino
Pubblicato in: 2025 IEEE 101st Vehicular Technology Conference (VTC2025-Spring), 2025
Editore: IEEE
DOI: 10.5281/ZENODO.18631476

Should I Stay or Should I Go: A Learning Approach for Drone-based Sensing Applications

Autori: Giorgos Polychronis, Manos Koutsoubelias, Spyros Lalis
Pubblicato in: 2024 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), 2024
Editore: IEEE
DOI: 10.48550/ARXIV.2409.04764

Managing Far-Edge Devices using Kubernetes

Autori: Carlos Resende, João Oliveira, Filipe Sousa, Waldir Junior, Luis Almeida
Pubblicato in: The 21st International Conference on Embedded Wireless Systems and Networks, 2024
Editore: ACM
DOI: 10.5281/ZENODO.18494693

Edge AI in the computing continuum: Consistency and Availability at Early Design Stages

Autori: Vincenzo Barbuto, Claudio Savaglio, Giancarlo Fortino, Edward A. Lee
Pubblicato in: 2025 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), 2025
Editore: IEEE
DOI: 10.1109/IPDPSW66978.2025.00175

Using Machine Learning to Take Stay-or-Go Decisions in Data-driven Drone Missions

Autori: Giorgos Polychronis, Foivos Pournaropoulos, Christos D. Antonopoulos, Spyros Lalis
Pubblicato in: 22nd EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, 2025
Editore: Springer
DOI: 10.48550/ARXIV.2512.04773

DPUConfig: Optimizing ML Inference in FPGAs Using Reinforcement Learning

Autori: Alexandros Patras, Spyros Lalis, Christos D. Antonopoulos, Nikolaos Bellas
Pubblicato in: 2026 Design, Automation and Test in Europe Conference | The European Event for Electronic System Design & Test, 2026
Editore: IEEE
DOI: 10.48550/ARXIV.2602.12847

Per Priority Data Rate Measurement in Data Plane

Autori: Mostafaei, Habib; Smaragdakis, Georgios
Pubblicato in: 6th European P4 Workshop (EuroP4 '23), 2023, ISBN 9798400704468
Editore: ACM
DOI: 10.1145/3630047.3630199

GANSec: Enhancing Supervised Wireless Anomaly Detection Robustness Through Tailored Conditional GAN Augmentation

Autori: Jiali Xu, Shuo Wang, Valeria Loscri, Alessandro Brighente, Mauro Conti, Romain Rouvoy
Pubblicato in: Lecture Notes in Computer Science, Computer Security – ESORICS 2025, 2025
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-032-07884-1_22

Towards an Edge Intelligence-based Traffic Monitoring System

Autori: Barbuto, Vincenzo; Savaglio, Claudio; Minerva, Roberto; Crespi, Noel; Fortino, Giancarlo
Pubblicato in: 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2023), 2023
Editore: IEEE
DOI: 10.1109/SMC53992.2023.10393907

Robust Device Authentication in Multi-Node Networks: ML-Assisted Hybrid PLA Exploiting Hardware Impairments

Autori: Ildi Alla, Selma Yahia, Valeria Loscri, Hossien Eldeeb
Pubblicato in: Annual Computer Security Applications Conference (ACSAC 2024), 2024
Editore: IEEE
DOI: 10.1109/ACSAC63791.2024.00094

Fingerprinting of Cellular Infrastructure Based on Broadcast Information

Autori: Anup Kiran Bhattacharjee, Stefano Cecconello, Fernando Kuipers, Georgios Smaragdakis
Pubblicato in: 28th European Symposium on Research in Computer Security (ESORICS 2023), 2024, ISBN 978-3-031-51475-3
Editore: Springer
DOI: 10.1007/978-3-031-51476-0_5

Sandboxing Functions For Efficient and Secure Multi-tenant Serverless Deployments

Autori: Charalampos Mainas, Ioannis Plakas, Georgios Ntoutsos, Anastassios Nanos
Pubblicato in: SESAME 2024, 2024, ISBN 9798400705458
Editore: ACM
DOI: 10.5281/ZENODO.11545513

Green or Fast? Learning to Balance Cold Starts and Idle Carbon in Serverless Computing

Autori: Bowen Sun, Christos D. Antonopoulos, Evgenia Smirni, Bin Ren, Nikolaos Bellas, Spyros Lalis
Pubblicato in: IEEE International Symposium on Cluster, Cloud, and Internet Computing (CCGrid 2026)
Editore: arxiv
DOI: 10.48550/ARXIV.2602.23935

Supporting the Adaptive Deployment of Modular Applications in Cloud-Edge-Mobile Systems

Autori: Foivos Pournaropoulos, Christos D. Antonopoulos, Spyros Lalis
Pubblicato in: The International Conference on Embedded Wireless Systems and Networks (EWSN 2023), 2023
Editore: ACM
DOI: 10.5555/3639940.3639966

Radio Resource Optimization in LoRa IoT Networks for Smart Cities: An Approach Based on the Firefly Algorithm

Autori: Rayane Araújo Lima Seraphim, Antonio Oliveira-Jr, Waldir Moreira
Pubblicato in: 2025 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), 2025
Editore: IEEE
DOI: 10.1109/PERCOMWORKSHOPS65533.2025.00157

A Generative AI-Driven Architecture for Intelligent Transportation Systems

Autori: Fabrizio Mangione, Vincenzo Barbuto, Claudio Savaglio, Giancarlo Fortino
Pubblicato in: 2024 IEEE 10th World Forum on Internet of Things (WF-IoT), 2024
Editore: IEEE
DOI: 10.1109/WF-IOT62078.2024.10811280

Edge Intelligence for Industrial IoT: Opportunities and Limitations

Autori: Claudio Savaglio, Pasquale Mazzei, Giancarlo Fortino
Pubblicato in: Procedia Computer Science, Numero 232, 2024, ISSN 1877-0509
Editore: Elsevier BV
DOI: 10.1016/J.PROCS.2024.01.039

Development and Validation of a Proximity-based Wearable Computing Testbed for Community-oriented Wearable Systems

Autori: Qimeng Li, Fabrizio Mangione, Francesco Porreca, Raffaele Gravina and Giancarlo Fortino
Pubblicato in: 2024 IEEE PerCom Workshop, 2024, ISSN 2766-8576
Editore: IEEE
DOI: 10.48550/ARXIV.2406.02311

Transparent Handover of Automated Drone Missions between Edge-based Control Stations

Autori: Theodoros Aslanidis, Manos Koutsoubelias, Spyros Lalis
Pubblicato in: The International Conference on Embedded Wireless Systems and Networks (EWSN 2023), 2023
Editore: ACM
DOI: 10.5555/3639940.3639953

Workflow Optimization for Parallel Split Learning

Autori: Tirana, Joana; Tsigkari, Dimitra; Iosifidis, George; Chatzopoulos, Dimitris
Pubblicato in: IEEE INFOCOM 2024, 2024, ISBN 979-8-3503-8350-8
Editore: IEEE
DOI: 10.48550/ARXIV.2402.10092

TMModel: Modeling Texture Memory and Mobile GPU Performance to Accelerate DNN Computations

Autori: Jiexiong Guan, Zhenqing Hu, Christos D. Antonopoulos, Nikolaos Bellas, Spyros Lalis, Evgenia Smirni, Gang Zhou, Gagan Agrawal, Bin Ren
Pubblicato in: Proceedings of the 39th ACM International Conference on Supercomputing, 2025
Editore: ACM
DOI: 10.1145/3721145.3725774

Leveraging UE-Level Collaborative Intelligence for Scalable Jamming Detection in 5G Networks

Autori: Jiali Xu, Valéria Loscrì
Pubblicato in: 2025 21st International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), 2025
Editore: IEEE
DOI: 10.1109/DCOSS-IOT65416.2025.00120

TinyKubeML: Orchestrating TinyML Models on Far-Edge Clusters

Autori: João Oliveira, Fernando Rego, Filipe Sousa
Pubblicato in: The 22nd International Conference on Embedded Wireless Systems and Networks (EWSN), 2025
Editore: ACM
DOI: 10.5281/ZENODO.18494389

Orbital Shield: Rethinking Satellite Security in the Commercial Off-the-Shelf Era

Autori: Nikita Yadav, Franziska Vollmer, Ahmad-Reza Sadeghi, Georgios Smaragdakis, and Alexios Voulimeneas.
Pubblicato in: Security For Space Systems (3S) 2024, 2024
Editore: ESA-ESTEC
DOI: 10.23919/3S60530.2024.10592292

Cooper: A Lightweight Event Recording and Visualization Framework for Data Center Simulations

Autori: Mark Doyle, Theodoros Aslanidis, Dimitris Chatzopoulos
Pubblicato in: Lecture Notes in Computer Science, Algorithmic Aspects of Cloud Computing, 2025
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-032-13744-9_2

Optimizing 5G Networks for Low-Latency Communication: A Reinforcement Learning-Based Approach

Autori: Pazienza A.; Bozzolo L.; Mancuso D.; Rossi M.; Aloi G.; Gravina R.
Pubblicato in: Procedia Computer Science, 2025
Editore: Elsevier
DOI: 10.1016/J.PROCS.2025.01.240

Programmable Fabrics with Optical Switches in AI Supercomputers

Autori: 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
Pubblicato in: 2025 30th OptoElectronics and Communications Conference (OECC) and 2025 International Conference on Photonics in Switching and Computing (PSC), 2025
Editore: IEEE
DOI: 10.5281/ZENODO.18657744

Agents in Software Development Architectures

Autori: Marco Loaiza, Claudio Savaglio, Niaz Hussain Arijo, Gianluca Aloi, Giancarlo Fortino, Raffaele Gravina
Pubblicato in: 24th Workshop From Objects to Agents (WOA 2023), 2023, ISSN 1613-0073
Editore: CEUR-WS

Flexible Computation Offloading at the Edge for Autonomous Drones with Uncertain Flight Times

Autori: Giorgos Polychronis; Spyros Lalis
Pubblicato in: 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), 2023, ISSN 2325-2944
Editore: IEEE
DOI: 10.1109/dcoss-iot58021.2023.00043

Sec5GLoc: Securing 5G Indoor Localization via Adversary-Resilient Deep Learning Architecture

Autori: Ildi Alla, Valeria Loscri
Pubblicato in: 2025 IEEE Conference on Communications and Network Security (CNS), 2025
Editore: IEEE
DOI: 10.48550/ARXIV.2505.17776

AIRISC - A mmWave Angle-Insensitive Reconfigurable Intelligent Surface Communication System

Autori: Rizza, Carola; Loscri, Valeria
Pubblicato in: The International Conference on Embedded Wireless Systems and Networks (EWSN 2023), 2023
Editore: ACM
DOI: 10.5555/3639940.3639961

Cross-Domain DRL Agents for Efficient Job Placement in the Cloud-Edge Continuum

Autori: Theodoros Aslanidis; Sokol Kosta; Spyros Lalis; Dimitris Chatzopoulos
Pubblicato in: The 5th Workshop on Machine Learning and Systems, 2025
Editore: ACM
DOI: 10.1145/3721146.3721934

Enabling Cloud-native IoT device management

Autori: Anastassios Nanos, Ioannis Plakas, Georgios Ntoutsos, Charalampos Mainas
Pubblicato in: 1st International Workshop on MetaOS for the Cloud-Edge-IoT Continuum (MECC 2024), 2024, ISBN 979-84-00705-43-4
Editore: ACM
DOI: 10.1145/3642975.3678967

Customized EdgeCloudSim: Enhanced Mobility and Network Models for Urban Vehicular Edge Computing

Autori: Nawaz Ali, Giuseppe Caliciuri, Raffaele Gravina, Floriano De Rango, Gianluca Aloi, Giancarlo Fortino
Pubblicato in: 2024 28th International Symposium on Distributed Simulation and Real Time Applications (DS-RT), 2024
Editore: IEEE
DOI: 10.5281/ZENODO.18631208

Disjunctive Multi-Level Digital Forgetting Scheme

Autori: Marwan Adnan Darwish, Georgios Smaragdakis
Pubblicato in: 39th ACM/SIGAPP Symposium on Applied Computing (SAC 2024), 2024, ISBN 9798400702433
Editore: IEEE
DOI: 10.1145/3605098.3635904

IoTNetEMU - A Framework to Emulate and Test IoT Applications

Autori: João Oliveira, Filipe Sousa, Luis Almeida
Pubblicato in: 19th ACM International Symposium on QoS and Security for Wireless and Mobile Networks (Q2SWinet '23), 2023, ISBN 9798400703683
Editore: ACM
DOI: 10.1145/3616391.3622774

Simulators for system dataset generation in the Edge-to-Cloud Continuum

Autori: Nawaz Ali, Gianluca Aloi Pasquale Pace, Michele Gianfelice, Francesco Pupo, Raffaele Gravina, Giancarlo Fortino
Pubblicato in: 3rd Workshop on DIStributed COLlective Intelligence (DISCOLI 2024), 2023, ISSN 2325-2944
Editore: IEEE
DOI: 10.1109/DCOSS-IOT61029.2024.00091

SHIELD: Scalable and Holistic Evaluation Framework for ML-Based 5G Jamming Detection

Autori: Jiali Xu, Aya Moheddine, Valéria Loscrì, Alessandro Brighente, Mauro Conti
Pubblicato in: Lecture Notes in Computer Science, Availability, Reliability and Security, 2025
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-032-00624-0_12

A Minimal Testbed for Experimenting with Flexible Resource and Application Management in Heterogeneous Edge-Cloud Systems

Autori: Alexandros Patras, Foivos Pournaropoulos, Nikolaos Bellas, Christos D. Antonopoulos, Spyros Lalis, Maria Goutha, Anastassios Nanos
Pubblicato in: The 1st International Workshop on Machine Learning for Autonomic System Operations in the Device-Edge-Cloud Continuum (MLSysOps 2023), 2023
Editore: ACM
DOI: 10.5555/3639940.3639992

NAMP: A Network-Aware Model Partitioning Framework for Constrained Devices

Autori: Fernando Rego, João Oliveira, Filipe Sousa, Luis Almeida
Pubblicato in: Proceedings of the 4th International Workshop on Real-time and IntelliGent Edge computing, 2025
Editore: ACM
DOI: 10.1145/3722567.3727844

Split Learning Based GAN Training for Non-IID Federated Learning

Autori: Joana Tirana, Andreas Chouliaras, Theodoros Aslanidis, John Byabazaire, Spyridon Mastorakis, Dimitris Chatzopoulos
Pubblicato in: Lecture Notes in Computer Science, Algorithmic Aspects of Cloud Computing, 2025
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-032-13744-9_5

Peer reviewed articles (12)

Compressed Sensing Approach for Physiological Signals: A Review

Autori: Bharat Lal; Raffaele Gravina; Fanny Spagnolo; Pasquale Corsonello
Pubblicato in: Sensors Journal, 2023, ISSN 1558-1748
Editore: IEEE
DOI: 10.1109/jsen.2023.3243390

Disclosing Edge Intelligence: A Systematic Meta-Survey

Autori: Barbuto, Vincenzo, Claudio Savaglio, Min Chen, and Giancarlo Fortino
Pubblicato in: Big Data and Cognitive Computing, Numero 7, 2023, ISSN 2504-2289
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/BDCC7010044

Implementation and Evaluation of Multi-Hop Parallel Split Learning

Autori: Joana Tirana, Spyros Lalis, Dimitris Chatzopoulos
Pubblicato in: IEEE Access, Numero 14, 2026, ISSN 2169-3536
Editore: IEEE
DOI: 10.1109/ACCESS.2026.3653864

Fluidity: Providing flexible deployment and adaptation policy experimentation for serverless and distributed applications spanning cloud–edge–mobile environments

Autori: Foivos Pournaropoulos, Alexandros Patras, Christos D. Antonopoulos, Nikos Bellas, Spyros Lalis
Pubblicato in: Future Generation Computer Systems, Numero 157, 2024, ISSN 0167-739X
Editore: Elsevier BV
DOI: 10.1016/J.FUTURE.2024.03.031

MUDGUARD: Taming Malicious Majorities in Federated Learning using Privacy-preserving Byzantine-robust Clustering

Autori: Wang, R.; Wang, X.; Chen, H.; Decouchant, J.; Picek, S.; Picek, S.; Laoutaris, N.; Liang, K.
Pubblicato in: ACM SIGMETRICS Performance Evaluation Review, 2024, ISSN 0163-5999
Editore: ACM
DOI: 10.1145/3726854.3727296

At the Confluence of Artificial Intelligence and Edge Computing in IoT-Based Applications: A Review and New Perspectives

Autori: Amira Bourechak; Ouarda Zedadra; Mohamed Nadjib Kouahla; Antonio Guerrieri; Hamid Seridi; Giancarlo Fortino
Pubblicato in: Sensors, Numero 23, 2023, ISSN 1424-8220
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s23031639

Optical switching for data centers and advanced computing systems [Invited]

Autori: Patronas, Giannis; Terzenidis, Nikos; Kashinkunti, Prethvi; Zahavi, Eitan; Syrivelis, Dimitris; Capps, Louis; Wertheimer, Zsolt-Alon; Argyris, Nikos; Fevgas, Athanasios; Thompson, Craig; Ganor, Avraham; Bernauer, Julie; Mentovich, Elad; Bakopoulos, Paraskevas
Pubblicato in: Journal of Optical Communications and Networking, 2024, ISSN 1539-4794
Editore: OPTICA
DOI: 10.1364/JOCN.534317

Tracking submarine cables in the wild

Autori: Ioana Livadariu, Ahmed Elmokashfi, Georgios Smaragdakis
Pubblicato in: Computer Networks, Numero 242, 2024, ISSN 1389-1286
Editore: Elsevier BV
DOI: 10.1016/j.comnet.2024.110234

TRIDENT: Tri-modal Real-time Intrusion Detection Engine for New Targets

Autori: Ildi Alla; Selma Yahia; Valeria Loscri
Pubblicato in: Computers & Security, 2025, ISSN 1872-6208
Editore: Elsevier
DOI: 10.48550/ARXIV.2504.06417

Improving Far-Edge Device Management in IoT Applications Using Kubernetes

Autori: Carlos Resende, João Oliveira, Filipe Sousa, Waldir Moreira, Luis Almeida Sousa
Pubblicato in: IEEE Open Journal of the Industrial Electronics Society, Numero 6, 2025, ISSN 2644-1284
Editore: IEEE
DOI: 10.1109/OJIES.2025.3581076

Deep Dive into NTP Pool's Popularity and Mapping

Autori: Giovane C. M. Moura, Marco Davids, Caspar Schutijser, Cristian Hesselman, John Heidemann, Georgios Smaragdakis
Pubblicato in: Proceedings of the ACM on Measurement and Analysis of Computing Systems, 2024, ISSN 2476-1249
Editore: ACM
DOI: 10.1145/3639041

Proximity-Aware Federated Learning for Symbiotic Task Offloading in Vehicular-Edge Intelligence

Autori: Nawaz Ali, Mir Hassan, Ali Hassan Sodhro, Gianluca Aloi, Raffaele Gravina, Giovanni Iacca, Floriano De Rango
Pubblicato in: IEEE Internet of Things Journal, Numero 12, 2025, ISSN 2327-4662
Editore: IEEE
DOI: 10.5281/ZENODO.18631263

Other (1)

MP-SL: Multihop Parallel Split Learning

Autori: Tirana, Joana; Lalis, Spyros; Chatzopoulos, Dimitris
Pubblicato in: 2024
Editore: Arxiv
DOI: 10.48550/ARXIV.2402.00208