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During June, the Hellenic Cyber Security Institute, organised a workshop on the emerging EU regulation framework, including NIS2, CRA, DORA & AI Act. Our project was represented by Prof. Xenakis and InQbit – The Q-Bit Innovation.
Network slices are generally coupled with services and face service continuity/unavailability concerns due to the high mobility and dynamic requests from users. Network slice mobility (NSM), which considers user mobility, service migration, and resource allocation from a holistic view, is witnessed as a key technology in enabling network slices to respond quickly to service degradation. Existing studies on NSM either ignored the trigger detection before NSM decision-making or didn’t consider the prediction of future system information to improve the NSM performance, and the training of deep reinforcement learning (DRL) agents also faces challenges with incomplete observations. To cope with these challenges, we consider that network slices migrate periodically and utilize the prediction of system information to assist NSM decision-making. The periodical NSM problem is further transformed into a Markov decision process, and we creatively propose a prediction-based federated DRL framework to solve it. Particularly, the learning processes of the prediction model and DRL agents are performed in a federated learning paradigm. Based on extensive experiments, simulation results demonstrate that the proposed scheme outperforms the considered baseline schemes in improving long-term profit, reducing communication overhead, and saving transmission time.
The latest EuCloudEdgeIoT news digest is now available!
Access it and learn all about the latest activities around IoT and cloud continuum projects. Find it online here: https://preview.mailerlite.io/preview/185345/emails/122742048668255441
The 8th aerOS Plenary Meeting took place on 18 – 20 of June. The sessions were filled with enriching discussions on project tasks, engaging presentations on task issues, parallel technical meetings, and strategic planning for our next milestones. Our project manager shared administrative details, setting the stage for future initiatives. Participants also had the chance to visit our Pilot 2 premises, with special thanks to CloudFerro S.A. for hosting us. A big thank you to all participants and speakers for their incredible insights. We’re excited about what’s next for aerOS!
The IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) 2024 invites researchers, practitioners, and industry experts to submit their original contributions to the workshop titled “Empowering 6G Networks: Workshop on Advancements in Research Infrastructures, Adaptive Frameworks, and Global Architectural Evolution.”
Workshop Scope:
The “Empowering 6G Networks” workshop, to be held at IEEE CAMAD 2024, is dedicated to exploring the vast potential of 6G technology and its impact on the future of communication. This workshop aims to serve as a crucible for innovative ideas, research findings, and discussions that will shape the trajectory of 6G development. The scope of this workshop encompasses a broad spectrum of topics, each pivotal to the realization of 6G’s promise.
At the core of the workshop’s scope is the advancement of research infrastructures. This includes the development of testbeds and simulation environments that mirror the complexity of real-world 6G scenarios. Such infrastructures are essential for validating the theoretical models and practical applications that will underpin 6G networks. They also provide a foundation for cross-disciplinary collaboration, bringing together experts in telecommunications, computer science, electrical engineering, and other fields to push the boundaries of what is possible.
Adaptive frameworks are another critical aspect of the workshop’s focus. As 6G networks will need to be inherently flexible to accommodate a wide range of applications and services, these frameworks will explore how networks can self-organize, heal, and optimize themselves in response to dynamic conditions. This includes the use of AI and machine learning to predict and respond to network demands, as well as the development of algorithms that can dynamically allocate resources in real-time.
The global architectural evolution of networks is also a central theme. The workshop will delve into how 6G networks can be architected to ensure seamless global connectivity, supporting the burgeoning Internet of Things (IoT), autonomous systems, and smart cities. Discussions will cover the integration of terrestrial and non-terrestrial networks, the role of edge computing in reducing latency, and the use of blockchain and other distributed ledger technologies to secure and manage network transactions.
Topics of Interest:
The “Empowering 6G Networks” workshop will focus on the latest advancements in 6G network research infrastructures, adaptive frameworks, and the evolution of global network architecture. This workshop will serve as a platform for discussing the challenges and opportunities that lie ahead in the journey towards realizing the full potential of 6G networks.
Submission Guidelines:
Authors are encouraged to submit high-quality, original work that has not been previously published. Submissions should be formatted according to the IEEE conference template and submitted through the EDAS submission portal. Detailed instructions and submission deadlines will be provided on the IEEE CAMAD 2024 website.
Important Dates:
Find more information here: https://camad2024.ieee-camad.org/empowering-6g-networks-first-workshop-advancements-research-infrastructures-adaptive-frameworks-and
aerOS project was represented at EuCNC & 6G Summit 2024 by INFOLYSiS and Demokritos teams.
“A Proof of Concept Implementation of an AI-assisted User-Centric 6G Network”. Our partners were eager to share our latest advancements and collaborate with industry experts to shape the future of communications. The aerOS paper entitled “A Proof of Concept Implementation of an AI-assisted User-Centric 6G Network” was also presented in the context of the event.
The 2024 EuCNC & 6G Summit built on putting together two successful conferences in the area of telecommunications: EuCNC (European Conference on Networks and Communications), supported by the European Commission, and the 6G Summit, originated from the 6G Flagship programme in Finland, one of the very first in its area. The conference was sponsored by the IEEE Communications Society (ComSoc), the European Association for Signal Processing (EURASIP) and the European Association on Antennas and Propagation (EurAAP), and focuses on all aspects of telecommunications ranging from 5G deployment and mobile IoT to 6G exploration and future communications systems and networks, including experimentation and testbeds, and applications and services. It brought together cutting-edge research and world-renown industries and businesses, globally attracting in the last years more than 900 delegates from more than 40 countries all over the world, to present and discuss the latest results, and an exhibition with more than 50 exhibitors, for demonstrating the technology developed in the area, namely within research projects from EU R&I programmes.
This project has received funding from Horizon Europe, the EU’s key funding programme for research and innovation, under grant agreement No 101069732
