AIaaS for ORAN-based 6G Networks: Multi-time Scale Slice Resource Management with DRL

Autor: Mhatre, Suvidha, Adelantado, Ferran, Ramantas, Kostas, Verikoukis, Christos

This paper addresses how to handle slice resources for 6G networks at different time scales in an architecture based on an open radio access network (ORAN). The proposed solution includes artificial intelligence (AI) at the edge of the network and ap

Externí odkaz: http://arxiv.org/abs/2311.11668

EuWireless RAN Architecture and Slicing Framework for Virtual Testbeds

Autor: Pinola, Jarno, Harjula, Ilkka, Flizikowski, Adam, Safianowska, Maria, Ahmad, Arslan, Mhatre, Suvidha

Publikováno v: Pinola, J, Harjula, I, Flizikowski, A, Safianowska, M, Ahmad, A & Mhatre, S 2020, EuWireless RAN Architecture and Slicing Framework for Virtual Testbeds . in H Gao, K Li, X Yang & Y Yin (eds), Testbeds and Research Infrastructures for the Development of Networks and Communications-14th EAI International Conference, TridentCom 2019, Proceedings . Springer, Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol. 309, pp. 131-149, 14th International Conference on Testbeds and Research Infrastructures for the Development of Networks and Communications, Changsha, China, 7/12/19 . https://doi.org/10.1007/978-3-030-43215-7_10

The most recent evolutionary steps in the development of mobile communication network architectures have introduced the concepts of virtualisation and slicing also into the Radio Access Network (RAN) part of the overall infrastructure. This trend has

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=355e65625b88::dc7d0ceffb5137dd0e5333678cb03c84
https://cris.vtt.fi/en/publications/4474da94-a4ff-44d6-8770-f0e38076e9ba