Affiliation:
1. VTT Technical Research Center of Finland, FI-02044 Espoo, Finland
Abstract
Sixth-generation communication networks must be highly dependable due to the foreseen connectivity of critical infrastructures through them. Dependability is a compound metric of four well-known concepts—reliability, availability, safety, and security. Each of these concepts have unique consequences for the success of 6G technologies and applications. Using these concepts, we explore the dependability of 6G networks in this article. Due to the vital role of machine learning in 6G, the dependability of federated learning, as a distributed machine learning technique, has been studied. Since mission-critical applications (MCAs) are highly sensitive in nature, needing highly dependable connectivity, the dependability of MCAs in 6G is explored. Henceforth, this article provides important research directions to promote further research in strengthening the dependability of 6G networks.
Funder
VTT Technical Research Centre of Finland
Subject
Electrical and Electronic Engineering,Computer Networks and Communications,Hardware and Architecture,Signal Processing,Control and Systems Engineering
Reference92 articles.
1. A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems;Saad;IEEE Netw.,2020
2. Toward 6G Networks: Use Cases and Technologies;Giordani;IEEE Commun. Mag.,2020
3. Security of Satellite-Terrestrial Communications: Challenges and Potential Solutions;Ahmad;IEEE Access,2022
4. A survey on federated learning: The journey from centralized to distributed on-site learning and beyond;AbdulRahman;IEEE Internet Things J.,2021
5. Peltonen, E., Bennis, M., Capobianco, M., Debbah, M., Ding, A., Gil-Castiñeira, F., Jurmu, M., Karvonen, T., Kelanti, M., and Kliks, A. (2020). 6G white paper on edge intelligence. arXiv.
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