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 January 2026

Funded under

• Digital, Industry and Space

Total cost

€ 5 711 250,01

EU contribution

€ 5 711 250,00

Coordinated by

PANEPISTIMIO THESSALIAS
Greece

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Other (1)

Final Version of System Simulators

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

Publications

Peer reviewed articles (3)

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

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

Conference proceedings (8)

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

Enabling Cloud-native IoT device management

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

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

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

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