Towards a functional continuum operating system

Informacje na temat projektu

ICOS

Identyfikator umowy o grant: 101070177

DOI

10.3030/101070177

Projekt został zamknięty

Data podpisania przez KE 21 Czerwca 2022

Data rozpoczęcia 1 Września 2022

Data zakończenia 30 Września 2025

Finansowanie w ramach

• Digital, Industry and Space

Koszt całkowity

€ 10 997 675,00

Wkład UE

€ 10 997 675,00

Koordynowany przez

ATOS SPAIN SA
Spain

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Rezultaty

Other (7)

Meta-Kernel Layer Module Integrated (IT-2)

Final delivery of the Meta-Kernel Layer Module ready to be integrated in WP5

Meta-Kernel Layer Module Integrated (IT-1)

Delivers the integrated version of the Meta-Kernel Layer Module at IT-1

First ICOS Release: ICOS Alfa version

Delivery of the ICOS alfa release also reporting on the technical performance results

Second ICOS Release: ICOS Beta version

Delivery of the ICOS beta release also reporting on the technical performance results

Data Management, Intelligence and Security Layers (IT-2)

D4.2 is an update of D4.1

Data Management, Intelligence and Security Layers (IT-1)

Report on all design and implementation efforts in WP4 as well as delivery of the software developed

Third ICOS Release: Complete ICOS version

Delivery of the ICOS complete release also reporting on the technical performance results.

Documents, reports (14)

Public Summary Report - First Open Call

Report summarizing the first Open Calls results.

Call Announcement and Guide for Applicants - First Open Call

Report opening calls and setting the guide for the applicants of the first open call

Dissemination, communications, exploitation and communities engagement strategy - Initial version

Description of the proposed activities roadmap for maximizing ICOS communication, dissemination, exploitation and communities engagement activities

Dissemination, communications, exploitation and communities engagement report - Intermediate version

Description of the overall set of communication, dissemination, exploitation and communities engagement activities done up to M18

ICOS architectural design (IT-2)

Final ICOS architectural design

Public Summary Report - Second Open Call

Report summarizing the second Open Calls results.

ICOS ecosystem: Technologies, requirements and state of the art (IT-1)

Report the efforts done towards identifying the ICOS ecosystem for IT-1.

Use cases settings and demonstration strategy

It describes the setup for the four use cases, as well as the strategy and plan for the ICOS validation.

Call Announcement and Guide for Applicants - Second Open Call

Report opening calls and setting the guide for the applicants of the second open call

ICOS community

On-line Community customized for ICOS with set strategy

Dissemination, communications, exploitation and communities engagement report - Final version

Description of the overall set of communication, dissemination, exploitation and communities engagement activities done up to M36

Meta-Kernel Layer Module Developed (IT-2)

D3.2 describes the complete set of components within the Meta-Kernel Layer Module all developed

ICOS architectural design (IT-1)

This deliverable describes the first iteration of the ICOS architectural design

ICOS ecosystem: Technologies, requirements and state of the art (IT-2)

This report updates the deliverable D2.1

Data sets, microdata, etc (1)

ICOS Dataset and AI models marketplace

Repository including the data ICOS relies on to deploy the AI-assisted solutions proposed in ICOS along with the trained ML models

Demonstrators, pilots, prototypes (1)

Final ICOS Product release

This deliverable contains the final version of the ICOS platform and reports the outcome of the validation process.

Publikacje

Conference proceedings (25)

Evaluating the Impact of Inter-Cluster Communications in Edge Computing

Autorzy: Marc Michalke, Iulisloi Zacarias, Admela Jukan, Kfir Toledo, Etai Lev-Ran
Opublikowane w: NOMS 2025-2025 IEEE Network Operations and Management Symposium, 2025
Wydawca: IEEE
DOI: 10.1109/NOMS57970.2025.11073714

Runtime security monitoring by an interplay between rule matching and deep learning-based anomaly detection on logs

Autorzy: Antić, Jan; Costa, Joao Pita; Černivec, Aleš; Cankar, Matija; Martinčič, Tomaž; Potočnik, Aljaž; Elguezabal, Gorka Benguria; Leligou, Nelly; Boigues, Ismael Torres
Opublikowane w: 2023 19th International Conference on the Design of Reliable Communication Networks (DRCN), 2023
Wydawca: International Workshop on Design of Reliable Communication Networks (DRCN)
DOI: 10.5281/ZENODO.7937448

LOMOS: An AI-Based Runtime Security Monitoring System Fit for the Cloud Continuum

Autorzy: Joao Pita Costa, Hrvoje Ratkajec, Daniel Vladušič, Tomaž Martinčič, Aleš Černivec, Justin Činkelj, Rosalia Davi, Simone Favrin, Lorenzo Gorza, Gilda di Marco
Opublikowane w: Lecture Notes in Computer Science, Euro-Par 2024: Parallel Processing Workshops, 2025
Wydawca: Springer Nature Switzerland
DOI: 10.1007/978-3-031-90203-1_1

A Stacking Ensemble Learning Model for Waste Prediction in Offset Printing

Autorzy: Alexandros S. Kalafatelis, Chris Trochoutsos, Anastasios E. Giannopoulos, Angelos Angelopoulos, Panagiotis Trakadas
Opublikowane w: 2023
Wydawca: Association for Computing Machinery
DOI: 10.1145/3587889.3588210

ICOS: An Intelligent MetaOS for the Continuum

Autorzy: Jordi Garcia, Xavi Masip-Bruin, Anastasios Giannopoulos, Panagiotis Trakadas, Sebastián A. Cajas Ordoñez, Jaydeep Samanta, Andrés L. Suárez-Cetrulo, Ricardo Simón Carbajo, Marc Michalke, Admela Jukan, Artur Jaworski, Marcin Kotliński, Gabriele Giammatteo, Francesco D'Andria
Opublikowane w: Proceedings of the 2nd International Workshop on MetaOS for the Cloud-Edge-IoT Continuum, 2025
Wydawca: ACM
DOI: 10.1145/3721889.3721929

An Experimental Study of the Response Time in an Edge-Cloud Continuum with ClusterLink

Autorzy: Marc Michalke, Fin Gentzen, Admela Jukan, Kfir Toledo, Etai Lev Ran
Opublikowane w: Lecture Notes in Computer Science, Euro-Par 2024: Parallel Processing Workshops, 2025
Wydawca: Springer Nature Switzerland
DOI: 10.1007/978-3-031-90203-1_7

Benchmarking Performance of Various MQTT Broker Implementations in a Compute Continuum

Autorzy: Jasenka Dizdarević, Marc Michalke, Admela Jukan, Xavi Masip-Bruin, Francesco D’Andria
Opublikowane w: 2024 IEEE 24th International Symposium on Cluster, Cloud and Internet Computing (CCGrid), 2024
Wydawca: IEEE
DOI: 10.1109/CCGRID59990.2024.00048

An Edge/Cloud Continuum with Wearable Kinetic Energy Harvesting IoT Devices in Remote Areas

Autorzy: Jasenka Dizdarević, David Blažević, Marla Grunewald, Admela Jukan
Opublikowane w: ICC 2024 - IEEE International Conference on Communications, 2024
Wydawca: IEEE
DOI: 10.1109/ICC51166.2024.10622285

Learning to Fulfill the User Demands in 5G-enabled Wireless Networks through Power Allocation: a Reinforcement Learning approach

Autorzy: A. Giannopoulos, S. Spantideas, N. Nomikos, A. Kalafatelis and P. Trakadas
Opublikowane w: 2023
Wydawca: IEEE
DOI: 10.1109/DRCN57075.2023.10108389

Multi-component Application Mapping Across the Continuum

Autorzy: Jordi Garcia, Montse Farreras, Waseem Sajjad, Xavi Masip-Bruin
Opublikowane w: Lecture Notes in Computer Science, Euro-Par 2024: Parallel Processing Workshops, 2025
Wydawca: Springer Nature Switzerland
DOI: 10.1007/978-3-031-90203-1_8

Potential of implementing operational metasystems in agriculture using the ICOS project as an example

Autorzy: Esfandiyar, Iman
Opublikowane w: 2023
Wydawca: Zenodo
DOI: 10.5281/ZENODO.11077225

Navigating the Dynamic Heterogeneous Computing Sphere: The Role of EdgeHarbor as a Multi-edge Orchestrator

Autorzy: Francesco D’Andria, Alex Volkov, Josep Martrat
Opublikowane w: Lecture Notes in Computer Science, Euro-Par 2024: Parallel Processing Workshops, 2025
Wydawca: Springer Nature Switzerland
DOI: 10.1007/978-3-031-90203-1_6

ClusterLink: Redefining Application Connectivity for the Multi-cloud Era

Autorzy: Kfir Toledo, Pravein Govindan Kannan, Michal Malka, Etai Lev-Ran, Or Ozeri, Vita Bortnikov, Ziv Nevo, Kathy Barabash
Opublikowane w: 2025 IEEE 18th International Conference on Cloud Computing (CLOUD), 2025
Wydawca: IEEE
DOI: 10.1109/CLOUD67622.2025.00030

Zenoh: Unifying Communication, Storage and Computation from the Cloud to the Microcontroller

Autorzy: Angelo Corsaro, Luca Cominardi, Olivier Hecart, Gabriele Baldoni, Julien Enoch Pierre Avital, Julien Loudet, Carlos Guimares, Michael Ilyin, Dmitrii Bannov
Opublikowane w: 2023 26th Euromicro Conference on Digital System Design (DSD), 2024
Wydawca: IEEE
DOI: 10.1109/DSD60849.2023.00065

Scaling Serverless Functions in Edge Networks: A Reinforcement Learning Approach

Autorzy: Bensalem, Mounir; Ipek, Erkan; Jukan, Admela
Opublikowane w: IEEE Conference on Global Communications (GLOBECOM), 2023
Wydawca: IEEE
DOI: 10.48550/ARXIV.2305.13130

A Stacking Ensemble Learning Model for Waste Prediction in Offset Printing

Autorzy: Alexandros S. Kalafatelis, Chris Trochoutsos, Anastasios E. Giannopoulos, Angelos Angelopoulos, Panagiotis Trakadas
Opublikowane w: Proceedings of the 2023 10th International Conference on Industrial Engineering and Applications, 2023
Wydawca: ACM
DOI: 10.1145/3587889.3588210

Uplink NOMA for UAV-Aided Maritime Internet-of-Things

Autorzy: N. Nomikos, A. Giannopoulos, P. Trakadas and G. K. Karagiannidis
Opublikowane w: 2023
Wydawca: IEEE
DOI: 10.1109/DRCN57075.2023.10108290

COOLER: Cooperative Computation Offloading in Edge-Cloud Continuum Under Latency Constraints via Multi-Agent Deep Reinforcement Learning

Autorzy: Anastasios Giannopoulos, Ilias Paralikas, Sotirios Spantideas, Panagiotis Trakadas
Opublikowane w: 2024 International Conference on Intelligent Computing, Communication, Networking and Services (ICCNS), 2024
Wydawca: IEEE
DOI: 10.1109/ICCNS62192.2024.10776151

Towards a Functional Continuum Operating System – ICOS MetaOS

Autorzy: Artur Jaworski, Marcin Kotlinski, Izabela Zrazinska, Xavier Masip-Bruin, Jordi Garcia, Iman Esfandiyar
Opublikowane w: Communications in Computer and Information Science, Global Internet of Things and Edge Computing Summit, 2025
Wydawca: Springer Nature Switzerland
DOI: 10.1007/978-3-031-78572-6_8

Adaptive Machine Learning for Resource-Constrained Environments

Autorzy: Sebastián A. Cajas Ordóñez, Jaydeep Samanta, Andrés L. Suárez-Cetrulo, Ricardo Simón Carbajo
Opublikowane w: Lecture Notes in Computer Science, Discovering Drift Phenomena in Evolving Landscapes, 2025
Wydawca: Springer Nature Switzerland
DOI: 10.1007/978-3-031-82346-6_1

An NIDS for Known and Zero-Day Anomalies

Autorzy: Hussain, Ayaz; Aguiló Gost, Francisco de Asis L.; Simó Mezquita, Ester; Marín Tordera, Eva; Masip Bruin, Xavier
Opublikowane w: 2023 19th International Conference on the Design of Reliable Communication Networks (DRCN), 2023
Wydawca: IEEE
DOI: 10.1109/DRCN57075.2023.10108319

Enhanced Smart Advertising through Federated Learning

Autorzy: R. Seyghaly, J. Garcia, X. Masip-Bruin and M. M. Varnamkhasti
Opublikowane w: IEEE Access, 2023
Wydawca: IEEE
DOI: 10.1109/IWCMC58020.2023.10183266

Towards Optimal Serverless Function Scaling in Edge Computing Network

Autorzy: Bensalem, Mounir; Carpio, Francisco; Jukan, Admela
Opublikowane w: IEEE International Conference on Communications (ICC), 2023
Wydawca: IEEE
DOI: 10.48550/ARXIV.2305.13896

Hierarchical Management of Extreme-Scale Task-Based Applications

Autorzy: Francesc Lordan; Gabriel Puigdemunt; Pere Vergés; Javier Conejero; Jorge Ejarque; Rosa M. Badia
Opublikowane w: Euro-Par 2023: Parallel Processing ISBN: 9783031396977, 2023
Wydawca: Springer
DOI: 10.1007/978-3-031-39698-4_8

Placing Computational Tasks Within Edge-Cloud Continuum: A DRL Delay Minimization Scheme

Autorzy: Anastasios Giannopoulos, Andrés L. Suárez-Cetrulo, Xavi Masip-Bruin, Francesco D’Andria, Panagiotis Trakadas
Opublikowane w: Lecture Notes in Computer Science, Euro-Par 2024: Parallel Processing Workshops, 2025
Wydawca: Springer Nature Switzerland
DOI: 10.1007/978-3-031-90203-1_4

Peer reviewed articles (16)

Data Aging Matters: Federated Learning-Based Consumption Prediction in Smart Homes via Age-Based Model Weighting

Autorzy: Skianis, Konstantinos; Giannopoulos, Anastasios; Gkonis, Panagiotis; Trakadas, Panagiotis
Opublikowane w: Electronics, Vol 12, Iss 14, p 3054 (2023), 2023, ISSN 2079-9292
Wydawca: MDPI
DOI: 10.3390/electronics12143054

A comprehensive survey on reinforcement-learning-based computation offloading techniques in Edge Computing Systems

Autorzy: Diego Hortelano, Ignacio de Miguel, Ramón J. Durán Barroso, Juan Carlos Aguado, Noemí Merayo, Lidia Ruiz, Adrian Asensio, Xavi Masip-Bruin, Patricia Fernández, Rubén M. Lorenzo, Evaristo J. Abril
Opublikowane w: Journal of Network and Computer Applications, Numer 216, 2023, ISSN 1084-8045
Wydawca: Elsevier BV
DOI: 10.1016/J.JNCA.2023.103669

A Survey on IoT-Edge-Cloud Continuum Systems: Status, Challenges, Use Cases, and Open Issues

Autorzy: Panagiotis Gkonis; Anastasios Giannopoulos; Panagiotis Trakadas; Xavi Masip-Bruin; Francesco D’Andria
Opublikowane w: Future Internet 2023, 2023, ISSN 1999-5903
Wydawca: MDPI
DOI: 10.20944/PREPRINTS202311.0532.V1

settings Order Article Reprints Open AccessReview Distributed Machine Learning and Native AI Enablers for End-to-End Resources Management in 6G

Autorzy: Orfeas Agis Karachalios, Anastasios Zafeiropoulos, Kimon Kontovasilis, and Symeon Papavassiliou
Opublikowane w: Electronics 2023, 2023, ISSN 2079-9292
Wydawca: MDPI
DOI: 10.3390/electronics12183761

Intelligent Edge Computing and Machine Learning: A Survey of Optimization and Applications

Autorzy: Sebastián A. Cajas Ordóñez, Jaydeep Samanta, Andrés L. Suárez-Cetrulo, Ricardo Simón Carbajo
Opublikowane w: Future Internet, Numer 17, 2025, ISSN 1999-5903
Wydawca: MDPI AG
DOI: 10.3390/FI17090417

HOODIE: Hybrid Computation Offloading via Distributed Deep Reinforcement Learning in Delay-Aware Cloud-Edge Continuum

Autorzy: Anastasios E. Giannopoulos; Ilias Paralikas; Sotirios T. Spantideas; Panagiotis Trakadas
Opublikowane w: IEEE Open Journal of the Communications Society, 2024, ISSN 2644-125X
Wydawca: IEEE
DOI: 10.36227/TECHRXIV.173161211.11891475/V1

Beyond Multi-Access Edge Computing: Essentials to Realize a Mobile, Constrained Edge

Autorzy: Elisa, Rojas; Guimaraes, Carlos; de la Oliva, Antonio; Bernardos, Carlos Jesus; Gazda, Robert
Opublikowane w: IEEE Communications Magazine, 2024, ISSN 1558-1896
Wydawca: IEEE
DOI: 10.5281/zenodo.10512505

A Survey on IoT-Edge-Cloud Continuum Systems: Status, Challenges, Use Cases, and Open Issues

Autorzy: Gkonis, Panagiotis; Giannopoulos, Anastasios; Trakadas, Panagiotis; Masip, Xavi; D'Andria, Francesco
Opublikowane w: Future Internet, Vol 15, Iss 12, p 383 (2023), 2023, ISSN 1999-5903
Wydawca: MDPI
DOI: 10.3390/fi15120383

SBNNR: Small-Size Bat-Optimized KNN Regression

Autorzy: Seyghaly, Rasool; García Almiñana, Jordi; Masip Bruin, Xavier; Kuljanin, Jovana
Opublikowane w: Future Internet, 2024, ISSN 1999-5903
Wydawca: MDPI
DOI: 10.3390/FI16110422

IEEE Access

Autorzy: Panagiotis K. Gkonis; Spyros Lavdas; George Vardoulias; Panagiotis Trakadas; Lambros Sarakis; Konstantinos Papadopoulos
Opublikowane w: IEEE Access, 2024, ISSN 2169-3536
Wydawca: IEEE
DOI: 10.1109/ACCESS.2024.3422349

Distributed Machine Learning and Native AI Enablers for End-to-End Resources Management in 6G

Autorzy: Orfeas Agis Karachalios, Anastasios Zafeiropoulos, Kimon Kontovasilis, Symeon Papavassiliou
Opublikowane w: Electronics, Numer 12, 2023, ISSN 2079-9292
Wydawca: MDPI AG
DOI: 10.3390/ELECTRONICS12183761

Security in DevSecOps: Applying Tools and Machine Learning to Verification and Monitoring Steps

Autorzy: Matija Cankar; Nenad Petrović; Joao Pita Costa; Aleš Černivec; Jan Antić; Tomaž Martinčič; Dejan Štepec
Opublikowane w: ICPE '23 Companion: Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023, ISSN 2377-570X
Wydawca: Association for Computing Machinery
DOI: 10.5281/zenodo.10055331

IEEE Access

Autorzy: A. Angelopoulos, A. Giannopoulos, N. Nomikos, A. Kalafatelis, A. Hatziefremidis and P. Trakadas
Opublikowane w: IEEE Access, 2024, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/ACCESS.2024.3350777

5G/6G Architecture Evolution for XR and Metaverse: Feasibility Study, Security, and Privacy Challenges for Smart Culture Applications

Autorzy: Maria Christopoulou, Ioannis Koufos, George Xilouris, Nikos Dimitriou
Opublikowane w: IEEE Access, Numer 13, 2025, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2025.3578595

Data-Centric Service-Based Architecture for Edge-Native 6G Network

Autorzy: Baldoni, Gabriele; Quevedo, Jose; Guimaraes, Carlos; De la Oliva, Antonio; Corsaro, Angelo
Opublikowane w: IEEE Communications Magazine, 2024, ISSN 1558-1896
Wydawca: IEEE
DOI: 10.5281/ZENODO.8335531

Journal of Network and Computer Applications

Autorzy: Diego Hortelano, Ignacio de Miguel, Ramón J. Durán Barroso, Juan Carlos Aguado, Noemí Merayo, Lidia Ruiz, Adrian Asensio, Xavi Masip-Bruin, Patricia Fernández, Rubén M. Lorenzo, Evaristo J. Abril
Opublikowane w: Journal of Network and Computer Applications, 2023, ISSN 1084-8045
Wydawca: Academic Press
DOI: 10.1016/j.jnca.2023.103669