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

Project Information

MLSysOps

Grant agreement ID: 101092912

DOI 10.3030/101092912

EC signature date 21 November 2022

Start date 1 January 2023

End date 31 December 2025

Funded under

• Digital, Industry and Space

Total cost € 5 711 250,00

EU contribution € 5 711 250,00

Coordinated by

PANEPISTIMIO THESSALIAS
Greece

Publications

Peer reviewed articles (5)

Compressed Sensing Approach for Physiological Signals: A Review

Author(s): Bharat Lal; Raffaele Gravina; Fanny Spagnolo; Pasquale Corsonello
Published in: Sensors Journal, 2023, ISSN 1558-1748
Publisher: IEEE
DOI: 10.1109/jsen.2023.3243390

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

Author(s): Amira Bourechak; Ouarda Zedadra; Mohamed Nadjib Kouahla; Antonio Guerrieri; Hamid Seridi; Giancarlo Fortino
Published in: Sensors, Issue 23, 2023, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s23031639

Disclosing Edge Intelligence: A Systematic Meta-Survey

Author(s): Barbuto, Vincenzo, Claudio Savaglio, Min Chen, and Giancarlo Fortino
Published in: Sensors, Issue 7, 2023, ISSN 2504-2289
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/bdcc7010044

Tracking submarine cables in the wild

Author(s): Ioana Livadariu, Ahmed Elmokashfi, Georgios Smaragdakis
Published in: Computer Networks, Issue 242, 2024, ISSN 1389-1286
Publisher: Elsevier BV
DOI: 10.1016/j.comnet.2024.110234

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

Author(s): Foivos Pournaropoulos, Alexandros Patras, Christos D. Antonopoulos, Nikos Bellas, Spyros Lalis
Published in: Future Generation Computer Systems, Issue 157, 2024, ISSN 0167-739X
Publisher: Elsevier BV
DOI: 10.1016/j.future.2024.03.031

Conference proceedings (6)

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

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

Per Priority Data Rate Measurement in Data Plane

Author(s): Mostafaei, Habib; Smaragdakis, Georgios
Published in: 6th European P4 Workshop (EuroP4 '23), 2023, ISBN 9798400704468
Publisher: ACM
DOI: 10.1145/3630047.3630199

Towards an Edge Intelligence-based Traffic Monitoring System

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

Agents in Software Development Architectures

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

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

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

IoTNetEMU - A Framework to Emulate and Test IoT Applications

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