… learning based reconfigurable wirelessnetwork … network requests, perform load balancing, optimum utilization of resources, and restricting networkslice failure a hybrid deep learning …
R Singh, A Mehbodniya, JL Webber… - Wireless …, 2022 - Wiley Online Library
… situations and network traffic groups that are operating on the same networks using a network slicing architecture [4]. Because of networkslicing, it is possible to build many 5G networks …
… Deep Federated Reinforcement Learning-based NetworkSlicing approach, to provide slice’s … a networkslicing architecture based on SDN and NFV for IIoT 4.0 to meet multitude slice …
T Li, X Zhu, X Liu - IEEE Access, 2020 - ieeexplore.ieee.org
… (5G) communication system, networkslicing can share the underlying … networkslicing resource allocation algorithm based on Deep Q-Networks (DQN), which is suitable for multi-slice …
… network into multiple slices supporting independent services. In beyond 5G (B5G) systems, the main goal of networkslicing … a deep reinforcement learning (DRL)-based networkslicing …
J Mei, X Wang, K Zheng, G Boudreau… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
… principle of networkslicing, state the challenges faced by the RAN slicing, and then discuss the importance of applying deep reinforcement learning (DRL) in the context of RAN slicing. …
… security threats to a networkslice [7]. A DDoS attack in the networkslicing scenario is an attack … A DDoS attack against a slice in a 5G network, if successfully deployed, may impact other …
Y Cui, X Huang, D Wu, H Zheng - Wireless Communications …, 2020 - Wiley Online Library
… operator (MNO) can allocate network resources dynamically and flexibly to each logical networkslice … of resource allocation with machine learningmethods in vehicular networkslicing. …
Z Mlika, S Cherkaoui - Annals of Telecommunications, 2021 - Springer
… based on networkslicing. Networkslicing is an effective solution to satisfy the requirements of various use cases of wirelessnetworks in general and vehicular networks in particular [17]…