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

Livrables

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.

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.

Use cases deployment and implementation (1)

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

Publications

Emerging IoT Applications and Architectures for Smart Maritime Container Terminals

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

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

Auteurs: Masoud Shokrnezhad, Tarik Taleb
Publié dans: ICC 2024 - IEEE International Conference on Communications, Numéro 48, 2024
Éditeur: IEEE
DOI: 10.1109/ICC51166.2024.10622533

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

Auteurs: N. Gkatzios, H. Koumaras, D. Fragkos, V. Koumaras
Publié dans: 2024 Joint European Conference on Networks and Communications &amp; 6G Summit (EuCNC/6G Summit), 2024
Éditeur: IEEE
DOI: 10.1109/EUCNC/6GSUMMIT60053.2024.10597020

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

Auteurs: 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
Publié dans: 2023 IEEE 9th World Forum on Internet of Things (WF-IoT), 2024
Éditeur: 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

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

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

Auteurs: Hamidreza Mazandarani, Masoud Shokrnezhad, Tarik Taleb
Publié dans: 2024 IEEE Wireless Communications and Networking Conference (WCNC), 2024
Éditeur: IEEE
DOI: 10.1109/WCNC57260.2024.10570768

RMF: A Risk Measurement Framework for Machine Learning Models

Auteurs: Jan Schröder, Jakub Breier
Publié dans: Proceedings of the 19th International Conference on Availability, Reliability and Security, 2024
Éditeur: ACM
DOI: 10.1145/3664476.3670867

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

Auteurs: Qize Guo, Zhao Ming, Hao Yu, Yan Chen, Tarik Taleb
Publié dans: ICC 2024 - IEEE International Conference on Communications, 2024
Éditeur: IEEE
DOI: 10.1109/ICC51166.2024.10622595

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

Auteurs: Sheraz Aslam, Michalis P. Michaelides, Herodotos Herodotou
Publié dans: 10th Vehicular Technology and Intelligent Transportation System Conference (VEHITS 2024), 2024, ISSN 2184-495X
Éditeur: scitepress
DOI: 10.5220/0012553400003702

Real-time Container Orchestration Based on Time-utility Functions

Auteurs: Stefan Walser, Jan Ruh, Silviu S. Craciunas
Publié dans: 2024 IEEE 20th International Conference on Factory Communication Systems (WFCS), 2024
Éditeur: IEEE
DOI: 10.1109/WFCS60972.2024.10541041

Adversarial Machine Learning Attacks on Multiclass Classification of IoT Network Traffic

Auteurs: Pantelakis, V., Bountakas, P., Farao, A., & Xenakis, C.
Publié dans: 18th International Conference on Availability, Reliability and Security (pp. 1-8), 2023
Éditeur: ACM
DOI: 10.1145/3600160.3605086

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

Auteurs: Zhao Ming, Hao Yu, Tarik Taleb
Publié dans: ICC 2024 - IEEE International Conference on Communications, 2024, ISSN 1558-2612
Éditeur: IEEE
DOI: 10.1109/ICC51166.2024.10622281

IoT for the Maritime Industry: Challenges and Emerging Applications

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

Another Look at Side-Channel Resistant Encoding Schemes

Auteurs: Xiaolu Hou, Jakub Breier and Mladen Kovacevic
Publié dans: ARES 2024 conference, 2024, ISSN 1557-9999
Éditeur: IEEE TVLSI
DOI: 10.1109/TVLSI.2024.3390614

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

Auteurs: Yan Chen, Hao Yu, Qize Guo, Shuyuan Zhao, Tarik Taleb
Publié dans: ICC 2024 - IEEE International Conference on Communications, Numéro 80, 2024
Éditeur: IEEE
DOI: 10.1109/ICC51166.2024.10622765

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

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

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

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

Review and Critical Analysis of Ontologies for Artificial Intelligence Systems

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

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

Auteurs: Zeinab Sasan, Masoud Shokrnezhad, Siavash Khorsandi, Tarik Taleb
Publié dans: 2024 IEEE Wireless Communications and Networking Conference (WCNC), 2024
Éditeur: IEEE
DOI: 10.1109/WCNC57260.2024.10571186

Extended Green Cloud – Modeling Cloud Infrastructure with Green Energy Sources

Auteurs: Zofia Wrona, Maria Ganzha, Marcin Paprzycki, and Stanisław Krzyżanowski
Publié dans: 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
Éditeur: Springer
DOI: 10.1007/978-3-031-37616-0_37

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

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

Semantics for Resource Selection in Next Generation Internet of Things Systems

Auteurs: Katarzyna Wasielewska-Michniewska, Marcin Paprzycki, Maria Ganzha
Publié dans: Lecture Notes in Computer Science, Big Data Analytics in Astronomy, Science, and Engineering, 2024
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-58502-9_19

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

Auteurs: Raúl S-Julián, Ignacio Lacalle, Rafael Vañó 1, Fernando Boronat, and Carlos E. Palau
Publié dans: MDPI Sensors, Numéro 2023, 23(6), 2931, 2023, ISSN 1424-8220
Éditeur: MDPI
DOI: 10.3390/S23062931

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

Auteurs: Xin Li, Bin He, Zhipeng Wang, Yanmin Zhou, Gang Li, Rong Jiang
Publié dans: IEEE Transactions on Instrumentation and Measurement, Numéro 70, 2022, ISSN 0018-9456
Éditeur: 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

Auteurs: Rafael Vaño, Ignacio Lacalle, Piotr Sowiński, Raúl S-Julián and Carlos E. Palau
Publié dans: MDPI Sensors, Numéro 2023, 23(4), 2215, 2023, ISSN 1424-8220
Éditeur: MDPI
DOI: 10.3390/s23042215

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

Auteurs: Z. Shu, H. Feng, T. Taleb, and Z. Zhang
Publié dans: Elservier Computer Networks, 2023, ISSN 1872-7069
Éditeur: Elsevier
DOI: 10.1016/j.comnet.2023.109783

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

Auteurs: C. Wang, R. Li, X. Wang, T. Taleb, S. Guo, and V. C. M. Leung
Publié dans: IEEE Transactions on Network Science and Engineering, Numéro 10, 6, 2020, ISSN 2327-4697
Éditeur: IEEE
DOI: 10.1109/TNSE.2023.3260882

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

Auteurs: S. Kianpisheh and T. Taleb
Publié dans: IEEE COMST, 2022, ISSN 1553-877X
Éditeur: IEEE
DOI: 10.1109/COMST.2022.3213237

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

Auteurs: Sheraz Aslam, Michalis P. Michaelides, Herodotos Herodotou
Publié dans: Journal of Marine Science and Engineering, Numéro 2023, 11(7), 1280, 2023, ISSN 2077-1312
Éditeur: MDPI
DOI: 10.3390/jmse11071280

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

Auteurs: Wrona, Zofia, Maria Ganzha, Marcin Paprzycki, and Stanisław Krzyżanowski
Publié dans: Energies, Numéro 17, no. 4: 780, 2024, ISSN 1996-1073
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/en17040780

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

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

Exploring Collaborative Diffusion Model Inferring for AIGC-enabled Edge Services

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

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

Auteurs: K. Samdanis, A. Nait Abbou, J. Song, and T. Taleb,
Publié dans: IEEE Network Magazine, 2023, ISSN 1558-156X
Éditeur: 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

Auteurs: Yan Chen, Yanjing Sun, Hao Yu, Tarik Taleb
Publié dans: IEEE Transactions on Network Science and Engineering, Numéro 11, 2024, ISSN 2327-4697
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TNSE.2024.3375374

A survey on computational intelligence approaches for intelligent marine terminal operations

Auteurs: Sheraz Aslam, Michalis P. Michaelides, Herodotos Herodotou
Publié dans: IET Intelligent Transport Systems, 2024, ISSN 1751-9578
Éditeur: IET
DOI: 10.1049/itr2.12469

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

Auteurs: Q. Guo, R. Gu, H. Yu, T. Taleb, and Y. Ji
Publié dans: IEEE TNSM, Numéro 20, 2, 2018, ISSN 1932-4537
Éditeur: IEEE
DOI: 10.1109/TNSM.2022.3219865

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

Auteurs: Taleb, Tarik, Chafika Benzaïd, Rami Akrem Addad, and Konstantinos Samdanis
Publié dans: Computer Networks, Numéro 237, 2023, ISSN 1872-7069
Éditeur: Elsevier
DOI: 10.1016/j.comnet.2023.110044

CANDIL: A federated data fabric for network analytics

Auteurs: Ignacio D. Martinez-Casanueva, Luis Bellido, Daniel González-Sánchez, Diego Lopez
Publié dans: Future Generation Computer Systems, Numéro 158, 2025, ISSN 0167-739X
Éditeur: Elsevier BV
DOI: 10.1016/J.FUTURE.2024.04.013

Deterministic Networking Empowered Robotic Teleoperation

Auteurs: Chao Yang, Hao Yu, Qize Guo, Tarik Taleb, Jose Costa Requena, Kari Tammi
Publié dans: IEEE Network, 2024, ISSN 0890-8044
Éditeur: 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

Auteurs: Y. Xu, H. He, J. Liu, Y. Shen, T. Taleb, and S. Norio
Publié dans: IEEE IoT Journal, Numéro 10, 11.1, 2023, ISSN 2327-4662
Éditeur: IEEE
DOI: 10.1109/JIOT.2023.3236968

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

Auteurs: Chenyang Wang, Hao Yu, Xiuhua Li, Fei Ma, Xiaofei Wang, Tarik Taleb, Victor C. M. Leung
Publié dans: IEEE Transactions on Mobile Computing, 2024, ISSN 1536-1233
Éditeur: 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

Auteurs: Zhao Ming, Hao Yu, Tarik Taleb
Publié dans: IEEE Transactions on Mobile Computing, 2024, ISSN 1536-1233
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TMC.2024.3404125

Livrables

Publications

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