Autonomous, scalablE, tRustworthy, intelligent European meta Operating System for the IoT edge-cloud continuum

Project Information

aerOS

Grant agreement ID: 101069732

DOI

10.3030/101069732

EC signature date 20 June 2022

Start date 1 September 2022

End date 31 October 2025

Funded under

• Digital, Industry and Space

Total cost

€ 11 828 857,51

EU contribution

€ 11 828 857,50

Coordinated by

UNIVERSITAT POLITECNICA DE VALENCIA
Spain

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 (4)

Software for delivering intelligence at the edge intermediate release

Intermediate software release of the components to deliver intelligent applications

Intermediate distributed compute infrastructure implementation

Intermediate implementation of infrastructure components, and update in the implementation.

Initial distributed compute infrastructure specification and implementation

Initial specification and implementation of aerOS infrastructure components

Software for delivering intelligence at the edge preliminary release

Initial software components, relationships and building blocks in relationship with the architecture.

Documents, reports (9)

DevPrivSecOps methodology specification (1)

Specification of technologies, tools and environment needed to be put in place for instantiation of the DevPrivSecOps approach of aerOS

Use cases manual, requirements, legal and regulatory analysis (1)

Initial and final version of requirements elicitation, use cases and scenarios definition and legal and regulatory analysis

Intermediate report on impact activities

Intermediate report on the communication, dissemination, standardisation, initial exploitation, IPR and innovation activities as well as on initial business value and market propositions during the first period of the project (M1-M18)

Use cases manual, requirements, legal and regulatory analysis (2)

Initial and final version of requirements elicitation, use cases and scenarios definition and legal and regulatory analysis

Integration, evaluation plan and KPIs definition (2)

Reference document concerning all integration and evaluation activities describing (KPIs/data gathering methods/time-plan/partners)

Impact activities planning

Plan on the specific activities of T6.1, T6.2, T6.3 and T6.4 concerning the actions of communication, dissemination, standardisation, IPR, innovation and exploitation

State-of-the-Art and market analysis report

Document with main results of SotA review and stakeholders and market analysis comprehensive analysis.

Integration, evaluation plan and KPIs definition (1)

Reference document concerning all integration and evaluation activities describing (KPIs/data gathering methods/time-plan/partners)

aerOS architecture definition (1)

Initial and final specifications of the aerOS technical architecture and its components.

Demonstrators, pilots, prototypes (1)

Use cases deployment and implementation (1)

Will document the three pilots and integrated third parties, addressing the proposed use cases and scenarios.

Publications

Conference proceedings (20)

Emerging IoT Applications and Architectures for Smart Maritime Container Terminals

Author(s): Sheraz Aslam, Herodotos Herodotou, Eduardo Garro,, A´ lvaro Martınez-Romero, Marıa A. Burgos, Alessandro Cassera, George Papas, Petros Dias, Michalis P. Michaelides
Published in: Special Session “Future Platforms for Cloud-Edge Continuum – Theoretical Foundations and Practical Considerations”, IEEE 9th World Forum on Internet of Things, 2023
Publisher: IEEE
DOI: 10.1109/WF-IoT58464.2023.10539383

ORIENT: A Priority-Aware Energy-Efficient Approach for Latency-Sensitive Applications in 6G

Author(s): Masoud Shokrnezhad, Tarik Taleb
Published in: ICC 2024 - IEEE International Conference on Communications, Issue 48, 2024
Publisher: IEEE
DOI: 10.1109/ICC51166.2024.10622533

A Proof of Concept Implementation of an AI-assisted User-Centric 6G Network

Author(s): N. Gkatzios, H. Koumaras, D. Fragkos, V. Koumaras
Published in: 2024 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), 2024
Publisher: IEEE
DOI: 10.1109/EUCNC/6GSUMMIT60053.2024.10597020

A Novel Approach to Self-* Capabilities in IoT Industrial Automation Computing Continuum

Author(s): Ignacio Lacalle, Salvador Cuñat, Andreu Belsa, Rafael Vaño, Raúl S-Julián, Philippe Buschmann, José Fontalvo-Hernández, Korbinian Pfab, Renzo Bazan, Florian Gramß, Katarzyna Wasielewska-Michniewska, Carlos E. Palau
Published in: 2023 IEEE 9th World Forum on Internet of Things (WF-IoT), 2024
Publisher: IEEE
DOI: 10.1109/WF-IOT58464.2023.10539408

A Chatbot Assistant for Optimizing the Fault Detection and Diagnostics of Industry 4.0 Equipment in the 6G era

Author(s): Nikolaos Gkatzios, Nikolaos Vryonis, Constantinos Fragkos, Christos Sakkas, Vasileios Mavrikakis, Vaios Koumaras, George Makropoulos, Dimitrios Fragkos, Harilaos Koumaras
Published in: 2023 IEEE Conference on Standards for Communications and Networking (CSCN), 2024
Publisher: IEEE
DOI: 10.1109/CSCN60443.2023.10453129

A Semantic-Aware Multiple Access Scheme for Distributed, Dynamic 6G-Based Applications

Author(s): Hamidreza Mazandarani, Masoud Shokrnezhad, Tarik Taleb
Published in: 2024 IEEE Wireless Communications and Networking Conference (WCNC), 2024
Publisher: IEEE
DOI: 10.1109/WCNC57260.2024.10570768

RMF: A Risk Measurement Framework for Machine Learning Models

Author(s): Jan Schröder, Jakub Breier
Published in: Proceedings of the 19th International Conference on Availability, Reliability and Security, 2024
Publisher: ACM
DOI: 10.1145/3664476.3670867

Profit-Aware Proactive Slicing Resource Provisioning with Traffic Uncertainty in Multi-Tenant FlexE-over-WDM Networks

Author(s): Qize Guo, Zhao Ming, Hao Yu, Yan Chen, Tarik Taleb
Published in: ICC 2024 - IEEE International Conference on Communications, 2024
Publisher: IEEE
DOI: 10.1109/ICC51166.2024.10622595

Multi-Quay Combined Berth and Quay Crane Allocation using the Cuckoo Search Algorithm

Author(s): Sheraz Aslam, Michalis P. Michaelides, Herodotos Herodotou
Published in: 10th Vehicular Technology and Intelligent Transportation System Conference (VEHITS 2024), 2024, ISSN 2184-495X
Publisher: scitepress
DOI: 10.5220/0012553400003702

Real-time Container Orchestration Based on Time-utility Functions

Author(s): Stefan Walser, Jan Ruh, Silviu S. Craciunas
Published in: 2024 IEEE 20th International Conference on Factory Communication Systems (WFCS), 2024
Publisher: IEEE
DOI: 10.1109/WFCS60972.2024.10541041

Adversarial Machine Learning Attacks on Multiclass Classification of IoT Network Traffic

Author(s): Pantelakis, V., Bountakas, P., Farao, A., & Xenakis, C.
Published in: 18th International Conference on Availability, Reliability and Security (pp. 1-8), 2023
Publisher: ACM
DOI: 10.1145/3600160.3605086

User Request Provisioning Oriented Slice Anomaly Prediction and Resource Allocation in 6G Networks

Author(s): Zhao Ming, Hao Yu, Tarik Taleb
Published in: ICC 2024 - IEEE International Conference on Communications, 2024, ISSN 1558-2612
Publisher: IEEE
DOI: 10.1109/ICC51166.2024.10622281

IoT for the Maritime Industry: Challenges and Emerging Applications

Author(s): Sheraz Aslam, Herodotos Herodotou, Eduardo Garro,, A´ lvaro Martınez-Romero, Marıa A. Burgos, Alessandro Cassera, George Papas, Petros Dias, Michalis P. Michaelides
Published in: 7th Workshop on Internet of Things – Enablers, Challenges and Applications (IoT‑ECAW’23), FedCSIS 2023: 18th Conference on Computer Science and Intelligence Systems, Issue 35, 2023, ISSN 2300-5963
Publisher: Annals of Computer Science and Intelligence Systems, Volume 35
DOI: 10.15439/2023F3625

Another Look at Side-Channel Resistant Encoding Schemes

Author(s): Xiaolu Hou, Jakub Breier and Mladen Kovacevic
Published in: ARES 2024 conference, 2024, ISSN 1557-9999
Publisher: IEEE TVLSI
DOI: 10.1109/TVLSI.2024.3390614

Dynamic Edge AI Service Management and Adaptation Via Off-Policy Meta-Reinforcement Learning and Digital Twin

Author(s): Yan Chen, Hao Yu, Qize Guo, Shuyuan Zhao, Tarik Taleb
Published in: ICC 2024 - IEEE International Conference on Communications, Issue 80, 2024
Publisher: IEEE
DOI: 10.1109/ICC51166.2024.10622765

Side-Channel and Fault Resistant ASCON Implementation: A Detailed Hardware Evaluation

Author(s): Aneesh Kandi, Anubhab Baksi, Peizhou Gan, Sylvain Guilley, Tomáš Gerlich, Jakub Breier, Anupam Chattopadhyay, Ritu Ranjan Shrivastwa, Zdeněk Martinásek, Shivam Bhasin
Published in: 2024 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2024, ISSN 2159-3477
Publisher: IEEE
DOI: 10.1109/ISVLSI61997.2024.00063

Towards More Explainable and Traceable AI: Gray-boxed Design in a Case of Microservice Allocation

Author(s): Jorge Jiménez García, Ignacio Lacalle Úbeda, Paweł Szmeja, Katarzyna Wasielewska-Michniewska, Maria Ganzha, Carlos E. Palau Salvador, Costin Bădică, Stefka Fidanova, Marcin Paprzycki
Published in: 2024 International Conference on INnovations in Intelligent SysTems and Applications (INISTA), 2024
Publisher: IEEE
DOI: 10.1109/INISTA62901.2024.10683838

Review and Critical Analysis of Ontologies for Artificial Intelligence Systems

Author(s): Wasielewska-Michniewska, Katarzyna & Ganzha, Maria & Paprzycki, Marcin & Pawlowski, Wieslaw
Published in: Proceedings of International Conference on Image, Vision and Intelligent Systems 2023 (ICIVIS 2023), 2024
Publisher: Springer
DOI: 10.1007/978-981-97-0855-0_70

Joint Network Slicing, Routing, and In-Network Computing for Energy-Efficient 6G

Author(s): Zeinab Sasan, Masoud Shokrnezhad, Siavash Khorsandi, Tarik Taleb
Published in: 2024 IEEE Wireless Communications and Networking Conference (WCNC), 2024
Publisher: IEEE
DOI: 10.1109/WCNC57260.2024.10571186

Extended Green Cloud – Modeling Cloud Infrastructure with Green Energy Sources

Author(s): Zofia Wrona, Maria Ganzha, Marcin Paprzycki, and Stanisław Krzyżanowski
Published in: Advances in Practical Applications of Agents, Multi-Agent Systems, and Cognitive Mimetics. The PAAMS Collection: 21st International Conference, PAAMS 2023, 2023, ISBN 978-3-031-37616-0
Publisher: Springer
DOI: 10.1007/978-3-031-37616-0_37

Book chapters (2)

Approaching Interoperability and Data-Related Processing Issues in a Human-Centric Industrial Scenario

Author(s): Danish Abbas Syed, Walter Quadrini, Nima Rahmani Choubeh, Marta Pinzone, Sergio Gusmeroli
Published in: Communications in Computer and Information Science, Global Internet of Things and Edge Computing Summit, 2025
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-78572-6_2

Semantics for Resource Selection in Next Generation Internet of Things Systems

Author(s): Katarzyna Wasielewska-Michniewska, Marcin Paprzycki, Maria Ganzha
Published in: Lecture Notes in Computer Science, Big Data Analytics in Astronomy, Science, and Engineering, 2024
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-58502-9_19

Peer reviewed articles (20)

Self-* capabilities of heterogeneous nodes in the computing continuum; a research review

Author(s): Raúl S-Julián, Ignacio Lacalle, Rafael Vañó 1, Fernando Boronat, and Carlos E. Palau
Published in: MDPI Sensors, Issue 2023, 23(6), 2931, 2023, ISSN 1424-8220
Publisher: MDPI
DOI: 10.3390/S23062931

Semantic-Enhanced Digital Twin System for Robot–Environment Interaction Monitoring

Author(s): Xin Li, Bin He, Zhipeng Wang, Yanmin Zhou, Gang Li, Rong Jiang
Published in: IEEE Transactions on Instrumentation and Measurement, Issue 70, 2022, ISSN 0018-9456
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TIM.2021.3066542

Cloud-Native Workload Orchestration at the Edge: A Deployment Review and Future Directions

Author(s): Rafael Vaño, Ignacio Lacalle, Piotr Sowiński, Raúl S-Julián and Carlos E. Palau
Published in: MDPI Sensors, Issue 2023, 23(4), 2215, 2023, ISSN 1424-8220
Publisher: MDPI
DOI: 10.3390/s23042215

Novel Combinatorial Multi-Armed Bandit Game to Identify Online the Changing top-K Flows in Software-Defined Networks

Author(s): Z. Shu, H. Feng, T. Taleb, and Z. Zhang
Published in: Elservier Computer Networks, 2023, ISSN 1872-7069
Publisher: Elsevier
DOI: 10.1016/j.comnet.2023.109783

Heterogeneous Edge Caching based on Actor-Critic Learning with Attention Mechanism Aiding

Author(s): C. Wang, R. Li, X. Wang, T. Taleb, S. Guo, and V. C. M. Leung
Published in: IEEE Transactions on Network Science and Engineering, Issue 10, 6, 2020, ISSN 2327-4697
Publisher: IEEE
DOI: 10.1109/TNSE.2023.3260882

A Survey on In-network Computing: Programmable Data Plane And Technology Specific Applications

Author(s): S. Kianpisheh and T. Taleb
Published in: IEEE COMST, 2022, ISSN 1553-877X
Publisher: IEEE
DOI: 10.1109/COMST.2022.3213237

Berth Allocation Considering Multiple Quays: A Practical Approach Using Cuckoo Search Optimization

Author(s): Sheraz Aslam, Michalis P. Michaelides, Herodotos Herodotou
Published in: Journal of Marine Science and Engineering, Issue 2023, 11(7), 1280, 2023, ISSN 2077-1312
Publisher: MDPI
DOI: 10.3390/jmse11071280

Dynamic Knowledge Management in an Agent-Based Extended Green Cloud Simulator

Author(s): Wrona, Zofia, Maria Ganzha, Marcin Paprzycki, and Stanisław Krzyżanowski
Published in: Energies, Issue 17, no. 4: 780, 2024, ISSN 1996-1073
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/en17040780

BWKA: A Blockchain-Based Wide-Area Knowledge Acquisition Ecosystem

Author(s): Yang Xu, Jianbo Shao, Jia Liu, Yulong Shen, Tarik Taleb, Norio Shiratori
Published in: IEEE Transactions on Dependable and Secure Computing, 2024, ISSN 1545-5971
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TDSC.2024.3382031

Exploring Collaborative Diffusion Model Inferring for AIGC-enabled Edge Services

Author(s): Weijia Feng, Ruojia Zhang, Yichen Zhu, Chenyang Wang, Chuan Sun, Xiaoqiang Zhu, Xiang Li, Tarik Taleb
Published in: IEEE Transactions on Cognitive Communications and Networking, 2024, ISSN 2332-7731
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TCCN.2024.3519320

AI/ML Service Enablers & Model Maintenance for Beyond 5G Networks

Author(s): K. Samdanis, A. Nait Abbou, J. Song, and T. Taleb,
Published in: IEEE Network Magazine, 2023, ISSN 1558-156X
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/MNET.129.2200417

Joint Task and Computing Resource Allocation in Distributed Edge Computing Systems via Multi-Agent Deep Reinforcement Learning

Author(s): Yan Chen, Yanjing Sun, Hao Yu, Tarik Taleb
Published in: IEEE Transactions on Network Science and Engineering, Issue 11, 2024, ISSN 2327-4697
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TNSE.2024.3375374

A survey on computational intelligence approaches for intelligent marine terminal operations

Author(s): Sheraz Aslam, Michalis P. Michaelides, Herodotos Herodotou
Published in: IET Intelligent Transport Systems, 2024, ISSN 1751-9578
Publisher: IET
DOI: 10.1049/itr2.12469

Probabilistic-Assured Resource Provisioning with Customizable Hybrid Isolation for Vertical Industrial Slicing

Author(s): Q. Guo, R. Gu, H. Yu, T. Taleb, and Y. Ji
Published in: IEEE TNSM, Issue 20, 2, 2018, ISSN 1932-4537
Publisher: IEEE
DOI: 10.1109/TNSM.2022.3219865

AI/ML for beyond 5G systems: Concepts, technology enablers & solutions

Author(s): Taleb, Tarik, Chafika Benzaïd, Rami Akrem Addad, and Konstantinos Samdanis
Published in: Computer Networks, Issue 237, 2023, ISSN 1872-7069
Publisher: Elsevier
DOI: 10.1016/j.comnet.2023.110044

CANDIL: A federated data fabric for network analytics

Author(s): Ignacio D. Martinez-Casanueva, Luis Bellido, Daniel González-Sánchez, Diego Lopez
Published in: Future Generation Computer Systems, Issue 158, 2025, ISSN 0167-739X
Publisher: Elsevier BV
DOI: 10.1016/J.FUTURE.2024.04.013

Deterministic Networking Empowered Robotic Teleoperation

Author(s): Chao Yang, Hao Yu, Qize Guo, Tarik Taleb, Jose Costa Requena, Kari Tammi
Published in: IEEE Network, 2024, ISSN 0890-8044
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/MNET.2024.3483930

IDADET: Iterative Double-sided Auction-based Data-Energy Transaction Ecosystem in Internet of Vehicles

Author(s): Y. Xu, H. He, J. Liu, Y. Shen, T. Taleb, and S. Norio
Published in: IEEE IoT Journal, Issue 10, 11.1, 2023, ISSN 2327-4662
Publisher: IEEE
DOI: 10.1109/JIOT.2023.3236968

Dependency-Aware Microservice Deployment for Edge Computing: A Deep Reinforcement Learning Approach with Network Representation

Author(s): Chenyang Wang, Hao Yu, Xiuhua Li, Fei Ma, Xiaofei Wang, Tarik Taleb, Victor C. M. Leung
Published in: IEEE Transactions on Mobile Computing, 2024, ISSN 1536-1233
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TMC.2024.3453069

Federated Deep Reinforcement Learning for Prediction-Based Network Slice Mobility in 6 G Mobile Networks

Author(s): Zhao Ming, Hao Yu, Tarik Taleb
Published in: IEEE Transactions on Mobile Computing, 2024, ISSN 1536-1233
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TMC.2024.3404125