2026-04-23T12:58:04Zhttps://uvadoc.uva.es/oai/request

oai:uvadoc.uva.es:10324/623802025-09-23T06:42:24Zcom_10324_1191com_10324_931com_10324_894col_10324_1380

00925njm 22002777a 4500 dc Janjua, Hafiza Kanwal author Miguel Jiménez, Ignacio de author Durán Barroso, Ramón José author Masoumi Estahbanati, Maryam author Hosseini, Soheil author Aguado Manzano, Juan Carlos author Merayo Álvarez, Noemí author Abril Domingo, Evaristo José author 2023 SDN (Software Define Networking) and NFV (Network Function Virtualization) are the key enablers for 5G systems and also open many doors in the cloud-native application. Besides, it invites new challenges to the efficiency and scalability of resource management. This work aims to provide a cognitive framework for 5G resource and service orchestration in a cloud-native SDN environment. The proposed NG2CRO framework resource orchestrator is designed to adapt the network’s self-learning capabilities and dynamicity while taken on to account the network’s Markovian properties and diverse service requirements. We consider incorporating AI (Artificial Intelligence) techniques specifically RL (Reinforcement Learning) methodologies because literature has shown that these techniques can efficiently address and comply with the current dynamic behaviors and heterogeneity of 5G services and applications. In conclusion, both benefits and liabilities are discussed of incorporating AI specifically RL into resource orchestration practices that provide us with future research challenges. In: Mehmood, R., et al. Distributed Computing and Artificial Intelligence, Special Sessions I, 20th International Conference. DCAI 2023. Lecture Notes in Networks and Systems vol. 741, pp. 399-407, Springer, Cham In: Mehmood, R., et al. Distributed Computing and Artificial Intelligence, Special Sessions I, 20th International Conference. DCAI 2023. Lecture Notes in Networks and Systems, vol. 741, pp. 399-407, Springer, Cham https://uvadoc.uva.es/handle/10324/62380 10.1007/978-3-031-38318-2_39 A framework for next generation cloud-native SDN cognitive resource orchestrator for IoTs (NG2CRO)