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Deep Reinforcement Learning for Robust VNF Reconfigurations in O-RAN.

, , , , , and . IEEE Trans. Netw. Serv. Manag., 21 (1): 1115-1128 (February 2024)

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Edge-AI Empowered Dynamic VNF Splitting in O-RAN Slicing: A Federated DRL Approach., , , and . IEEE Commun. Lett., 28 (2): 318-322 (February 2024)HSD-DMM: Hierarchical Software Defined Distributed Mobility Management., , , and . NCA, page 1-7. IEEE, (2021)Optimizing Virtual Network Function Splitting in Open-RAN Environments., , , and . LCN, page 422-429. IEEE, (2022)Improving Routing in Vehicular Ad-hoc Network with VIKOR Algorithm., , and . IST, page 337-341. IEEE, (2018)Recent Advances in Machine Learning for Network Automation in the O-RAN., , , , , , , , , and 8 other author(s). Sensors, 23 (21): 8792 (October 2023)Energy-Aware Dynamic VNF Splitting in O-RAN Using Deep Reinforcement Learning., , , and . IEEE Wirel. Commun. Lett., 12 (11): 1891-1895 (November 2023)A new method for layer 2 loop prevention in software defined networks., and . Telecommun. Syst., 73 (1): 47-57 (2020)Deep Reinforcement Learning for Robust VNF Reconfigurations in O-RAN., , , , , and . IEEE Trans. Netw. Serv. Manag., 21 (1): 1115-1128 (February 2024)Dynamic Anchor Point Selection in Software Defined Distributed Mobility Management., , , and . ISCC, page 1-7. IEEE, (2022)