… We briefly introduce 5G networkslicing and deeplearningconcepts in Section II, some background work details are in Section III, we explain our DeepSlice model in Section IV and in …
R Singh, A Mehbodniya, JL Webber… - Wireless …, 2022 - Wiley Online Library
… Networkslicing is a smart application idea for the Internet of Things that … network design must be improved to meet networkslicing model needs. Adapting the 5G networkslicingconcept …
… of machinelearning tools in solving complex mobile network … the gap between Deep RL and the 5G networkslicing research, by … First, the basic concepts of Deep RL framework are …
A Donatti, SL Correa, JSB Martins… - … on Network and …, 2023 - ieeexplore.ieee.org
… 5G networks embrace the concept of NetworkSlicing (NS) [4]… for intelligent networkslice LCM, from the slice preparation to … cycle [29] and covering all network domains (RAN, TN, and …
… the envisioned 5G networkslicing and elaborate the necessity of automation of network functions for the … Networkslicing is the key design concept being introduced in 5G/IMT-2020 …
T Li, X Zhu, X Liu - IEEE Access, 2020 - ieeexplore.ieee.org
… ) networkslicing resource allocation algorithm based on Deep Q-Networks (DQN), which is suitable for multi-slice … introduces the concept of networkslicing into mobile communication …
… This paper outlines the 5G networkslicingconcept, its layers … represent how networkslicing influences the 5G network. This … emphasizes MachineLearning-based NetworkSlicing and …
A Domeke, B Cimoli, IT Monroy - Applied Sciences, 2022 - mdpi.com
… different definitions and specifications of networkslicingconcepts of different institutes such … concepts, they discussed some use cases on the support for MEC-enabled networkslicing …
… a NeuralNetwork based ‘Secure5G’ NetworkSlicing model to … before they infest the 5G core network. ‘Secure5G’ is a resilient … The 5G NetworkSlicingconcept is fully utilized to manage …