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 (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.

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