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

Información del proyecto

MLSysOps

Identificador del acuerdo de subvención: 101092912

DOI

10.3030/101092912

Proyecto cerrado

Fecha de la firma de la CE 21 Noviembre 2022

Fecha de inicio 1 Enero 2023

Fecha de finalización 31 Enero 2026

Financiado con arreglo a

• Digital, Industry and Space

Coste total

€ 5 711 250,01

Aportación de la UE

€ 5 711 250,00

Coordinado por

PANEPISTIMIO THESSALIAS
Greece

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Other (1)

Final Version of System Simulators

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

Publicaciones

Conference proceedings (51)

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

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

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

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

A Robust Fingerprinting Mechanism Based on Amplifier Non Linearities

Autores: Biagi, Mauro; Loscri, Valeria
Publicado en: 2025 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), 2025
Editor: IEEE
DOI: 10.1109/EUCNC/6GSUMMIT63408.2025.11037077

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

Autores: Anastassios Nanos, Charalampos Mainas, Konstantinos Papazafeiropoulos, Apostolos Giannousas, Ilias Lagomatis, Aristotelis Kretsis
Publicado en: 2025
Editor: IEEE
DOI: 10.5281/ZENODO.15472183

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

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

Edge-cloud continuum driven industry 4.0

Autores: Nawaz Ali, Gianluca Aloi, Floriano De Rango, Claudio Savaglio, Raffaele Gravina
Publicado en: Procedia Computer Science, Edición 253, 2025, ISSN 1877-0509
Editor: Elsevier
DOI: 10.1016/J.PROCS.2025.01.318

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

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

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

Autores: Glazunov, Misha; Zarras, Apostolis
Publicado en: 39th Conference on Uncertainty in Artificial Intelligence (UAI '23), 2023, ISSN 2640-3498
Editor: 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

Autores: Moheddine, Aya; Loscri, Valeria
Publicado en: 2025 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), 2025
Editor: IEEE
DOI: 10.1109/EUCNC/6GSUMMIT63408.2025.11036893

Agents in the computing continuum: the MLSysOps perspective

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

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

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

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

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

Managing Far-Edge Devices using Kubernetes

Autores: Carlos Resende, João Oliveira, Filipe Sousa, Waldir Junior, Luis Almeida
Publicado en: The 21st International Conference on Embedded Wireless Systems and Networks, 2024
Editor: ACM
DOI: 10.5281/ZENODO.18494693

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

Autores: Vincenzo Barbuto, Claudio Savaglio, Giancarlo Fortino, Edward A. Lee
Publicado en: 2025 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), 2025
Editor: IEEE
DOI: 10.1109/IPDPSW66978.2025.00175

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

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

DPUConfig: Optimizing ML Inference in FPGAs Using Reinforcement Learning

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

Per Priority Data Rate Measurement in Data Plane

Autores: Mostafaei, Habib; Smaragdakis, Georgios
Publicado en: 6th European P4 Workshop (EuroP4 '23), 2023, ISBN 9798400704468
Editor: ACM
DOI: 10.1145/3630047.3630199

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

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

Towards an Edge Intelligence-based Traffic Monitoring System

Autores: Barbuto, Vincenzo; Savaglio, Claudio; Minerva, Roberto; Crespi, Noel; Fortino, Giancarlo
Publicado en: 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2023), 2023
Editor: IEEE
DOI: 10.1109/SMC53992.2023.10393907

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

Autores: Ildi Alla, Selma Yahia, Valeria Loscri, Hossien Eldeeb
Publicado en: Annual Computer Security Applications Conference (ACSAC 2024), 2024
Editor: IEEE
DOI: 10.1109/ACSAC63791.2024.00094

Fingerprinting of Cellular Infrastructure Based on Broadcast Information

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

Sandboxing Functions For Efficient and Secure Multi-tenant Serverless Deployments

Autores: Charalampos Mainas, Ioannis Plakas, Georgios Ntoutsos, Anastassios Nanos
Publicado en: SESAME 2024, 2024, ISBN 9798400705458
Editor: ACM
DOI: 10.5281/ZENODO.11545513

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

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

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

Autores: Foivos Pournaropoulos, Christos D. Antonopoulos, Spyros Lalis
Publicado en: The International Conference on Embedded Wireless Systems and Networks (EWSN 2023), 2023
Editor: ACM
DOI: 10.5555/3639940.3639966

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

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

A Generative AI-Driven Architecture for Intelligent Transportation Systems

Autores: Fabrizio Mangione, Vincenzo Barbuto, Claudio Savaglio, Giancarlo Fortino
Publicado en: 2024 IEEE 10th World Forum on Internet of Things (WF-IoT), 2024
Editor: IEEE
DOI: 10.1109/WF-IOT62078.2024.10811280

Edge Intelligence for Industrial IoT: Opportunities and Limitations

Autores: Claudio Savaglio, Pasquale Mazzei, Giancarlo Fortino
Publicado en: Procedia Computer Science, Edición 232, 2024, ISSN 1877-0509
Editor: 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

Autores: Qimeng Li, Fabrizio Mangione, Francesco Porreca, Raffaele Gravina and Giancarlo Fortino
Publicado en: 2024 IEEE PerCom Workshop, 2024, ISSN 2766-8576
Editor: IEEE
DOI: 10.48550/ARXIV.2406.02311

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

Autores: Theodoros Aslanidis, Manos Koutsoubelias, Spyros Lalis
Publicado en: The International Conference on Embedded Wireless Systems and Networks (EWSN 2023), 2023
Editor: ACM
DOI: 10.5555/3639940.3639953

Workflow Optimization for Parallel Split Learning

Autores: Tirana, Joana; Tsigkari, Dimitra; Iosifidis, George; Chatzopoulos, Dimitris
Publicado en: IEEE INFOCOM 2024, 2024, ISBN 979-8-3503-8350-8
Editor: IEEE
DOI: 10.48550/ARXIV.2402.10092

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

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

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

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

TinyKubeML: Orchestrating TinyML Models on Far-Edge Clusters

Autores: João Oliveira, Fernando Rego, Filipe Sousa
Publicado en: The 22nd International Conference on Embedded Wireless Systems and Networks (EWSN), 2025
Editor: ACM
DOI: 10.5281/ZENODO.18494389

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

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

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

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

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

Autores: Pazienza A.; Bozzolo L.; Mancuso D.; Rossi M.; Aloi G.; Gravina R.
Publicado en: Procedia Computer Science, 2025
Editor: Elsevier
DOI: 10.1016/J.PROCS.2025.01.240

Programmable Fabrics with Optical Switches in AI Supercomputers

Autores: 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
Publicado en: 2025 30th OptoElectronics and Communications Conference (OECC) and 2025 International Conference on Photonics in Switching and Computing (PSC), 2025
Editor: IEEE
DOI: 10.5281/ZENODO.18657744

Agents in Software Development Architectures

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

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

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

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

Autores: Ildi Alla, Valeria Loscri
Publicado en: 2025 IEEE Conference on Communications and Network Security (CNS), 2025
Editor: IEEE
DOI: 10.48550/ARXIV.2505.17776

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

Autores: Rizza, Carola; Loscri, Valeria
Publicado en: The International Conference on Embedded Wireless Systems and Networks (EWSN 2023), 2023
Editor: ACM
DOI: 10.5555/3639940.3639961

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

Autores: Theodoros Aslanidis; Sokol Kosta; Spyros Lalis; Dimitris Chatzopoulos
Publicado en: The 5th Workshop on Machine Learning and Systems, 2025
Editor: ACM
DOI: 10.1145/3721146.3721934

Enabling Cloud-native IoT device management

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

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

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

Disjunctive Multi-Level Digital Forgetting Scheme

Autores: Marwan Adnan Darwish, Georgios Smaragdakis
Publicado en: 39th ACM/SIGAPP Symposium on Applied Computing (SAC 2024), 2024, ISBN 9798400702433
Editor: IEEE
DOI: 10.1145/3605098.3635904

IoTNetEMU - A Framework to Emulate and Test IoT Applications

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

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

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

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

Autores: Jiali Xu, Aya Moheddine, Valéria Loscrì, Alessandro Brighente, Mauro Conti
Publicado en: Lecture Notes in Computer Science, Availability, Reliability and Security, 2025
Editor: 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

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

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

Autores: Fernando Rego, João Oliveira, Filipe Sousa, Luis Almeida
Publicado en: Proceedings of the 4th International Workshop on Real-time and IntelliGent Edge computing, 2025
Editor: ACM
DOI: 10.1145/3722567.3727844

Split Learning Based GAN Training for Non-IID Federated Learning

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

Peer reviewed articles (12)

Compressed Sensing Approach for Physiological Signals: A Review

Autores: Bharat Lal; Raffaele Gravina; Fanny Spagnolo; Pasquale Corsonello
Publicado en: Sensors Journal, 2023, ISSN 1558-1748
Editor: IEEE
DOI: 10.1109/jsen.2023.3243390

Disclosing Edge Intelligence: A Systematic Meta-Survey

Autores: Barbuto, Vincenzo, Claudio Savaglio, Min Chen, and Giancarlo Fortino
Publicado en: Big Data and Cognitive Computing, Edición 7, 2023, ISSN 2504-2289
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/BDCC7010044

Implementation and Evaluation of Multi-Hop Parallel Split Learning

Autores: Joana Tirana, Spyros Lalis, Dimitris Chatzopoulos
Publicado en: IEEE Access, Edición 14, 2026, ISSN 2169-3536
Editor: 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

Autores: Foivos Pournaropoulos, Alexandros Patras, Christos D. Antonopoulos, Nikos Bellas, Spyros Lalis
Publicado en: Future Generation Computer Systems, Edición 157, 2024, ISSN 0167-739X
Editor: Elsevier BV
DOI: 10.1016/J.FUTURE.2024.03.031

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

Autores: Wang, R.; Wang, X.; Chen, H.; Decouchant, J.; Picek, S.; Picek, S.; Laoutaris, N.; Liang, K.
Publicado en: ACM SIGMETRICS Performance Evaluation Review, 2024, ISSN 0163-5999
Editor: ACM
DOI: 10.1145/3726854.3727296

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

Autores: Amira Bourechak; Ouarda Zedadra; Mohamed Nadjib Kouahla; Antonio Guerrieri; Hamid Seridi; Giancarlo Fortino
Publicado en: Sensors, Edición 23, 2023, ISSN 1424-8220
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s23031639

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

Autores: 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
Publicado en: Journal of Optical Communications and Networking, 2024, ISSN 1539-4794
Editor: OPTICA
DOI: 10.1364/JOCN.534317

Tracking submarine cables in the wild

Autores: Ioana Livadariu, Ahmed Elmokashfi, Georgios Smaragdakis
Publicado en: Computer Networks, Edición 242, 2024, ISSN 1389-1286
Editor: Elsevier BV
DOI: 10.1016/j.comnet.2024.110234

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

Autores: Ildi Alla; Selma Yahia; Valeria Loscri
Publicado en: Computers & Security, 2025, ISSN 1872-6208
Editor: Elsevier
DOI: 10.48550/ARXIV.2504.06417

Improving Far-Edge Device Management in IoT Applications Using Kubernetes

Autores: Carlos Resende, João Oliveira, Filipe Sousa, Waldir Moreira, Luis Almeida Sousa
Publicado en: IEEE Open Journal of the Industrial Electronics Society, Edición 6, 2025, ISSN 2644-1284
Editor: IEEE
DOI: 10.1109/OJIES.2025.3581076

Deep Dive into NTP Pool's Popularity and Mapping

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

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

Autores: Nawaz Ali, Mir Hassan, Ali Hassan Sodhro, Gianluca Aloi, Raffaele Gravina, Giovanni Iacca, Floriano De Rango
Publicado en: IEEE Internet of Things Journal, Edición 12, 2025, ISSN 2327-4662
Editor: IEEE
DOI: 10.5281/ZENODO.18631263

Other (1)

MP-SL: Multihop Parallel Split Learning

Autores: Tirana, Joana; Lalis, Spyros; Chatzopoulos, Dimitris
Publicado en: 2024
Editor: Arxiv
DOI: 10.48550/ARXIV.2402.00208