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The last 5 uploaded publications
Constrained Deep Reinforcement Based Functional Split Optimization in Virtualized RANs
Fahri Wisnu Murti, Samad Ali, Matti Latva-aho (2022). Constrained Deep Reinforcement Based Functional Split Optimization in Virtualized RANs. IEEE Transactions on Wireless Communications, 21(11), pp. 9850-9864, DOI: 10.1109/twc.2022.3179811.
Article144 days agoDeep Reinforcement Based Optimization of Function Splitting in Virtualized Radio Access Networks
Fahri Wisnu Murti, Samad Ali, Matti Latva-aho (2021). Deep Reinforcement Based Optimization of Function Splitting in Virtualized Radio Access Networks. 2022 IEEE International Conference on Communications Workshops (ICC Workshops), pp. 1-6, DOI: 10.1109/iccworkshops50388.2021.9473703.
Article144 days agoDeep Reinforcement Learning for Orchestrating Cost-Aware Reconfigurations of vRANs
Fahri Wisnu Murti, Samad Ali, George Iosifidis, Matti Latva-aho (2023). Deep Reinforcement Learning for Orchestrating Cost-Aware Reconfigurations of vRANs. IEEE Transactions on Network and Service Management, 21(1), pp. 200-216, DOI: 10.1109/tnsm.2023.3292713.
Article144 days agoLearning-Based Orchestration for Dynamic Functional Split and Resource Allocation in vRANs
Fahri Wisnu Murti, Samad Ali, George Iosifidis, Matti Latva-aho (2022). Learning-Based Orchestration for Dynamic Functional Split and Resource Allocation in vRANs. , pp. 243-248, DOI: 10.1109/eucnc/6gsummit54941.2022.9815815.
Preprint144 days agoA Bayesian Framework of Deep Reinforcement Learning for Joint O-RAN/MEC Orchestration
Fahri Wisnu Murti, Samad Ali, Matti Latva-aho (2024). A Bayesian Framework of Deep Reinforcement Learning for Joint O-RAN/MEC Orchestration. IEEE Open Journal of the Communications Society, pp. 1-1, DOI: 10.1109/ojcoms.2024.3509777.
Article144 days ago