Dynamic reservation and deep reinforcement learning based autonomous resource slicing for virtualized radio access networks G Sun, ZT Gebrekidan, GO Boateng, D Ayepah-Mensah, W Jiang Ieee Access 7, 45758-45772, 2019 | 126 | 2019 |
Autonomous resource provisioning and resource customization for mixed traffics in virtualized radio access network G Sun, K Xiong, GO Boateng, D Ayepah-Mensah, G Liu, W Jiang IEEE Systems Journal 13 (3), 2454-2465, 2019 | 80 | 2019 |
Autonomous resource slicing for virtualized vehicular networks with D2D communications based on deep reinforcement learning G Sun, GO Boateng, D Ayepah-Mensah, G Liu, J Wei IEEE systems journal 14 (4), 4694-4705, 2020 | 60 | 2020 |
Blockchain-enabled resource trading and deep reinforcement learning-based autonomous RAN slicing in 5G GO Boateng, D Ayepah-Mensah, DM Doe, A Mohammed, G Sun, G Liu IEEE Transactions on Network and Service Management 19 (1), 216-227, 2021 | 39 | 2021 |
Deep reinforcement learning-based mobility-aware UAV content caching and placement in mobile edge networks S Anokye, D Ayepah-Mensah, AM Seid, GO Boateng, G Sun IEEE Systems Journal 16 (1), 275-286, 2021 | 25 | 2021 |
Revised reinforcement learning based on anchor graph hashing for autonomous cell activation in cloud-RANs G Sun, T Zhan, BG Owusu, AM Daniel, G Liu, W Jiang Future Generation Computer Systems 104, 60-73, 2020 | 23 | 2020 |
End-to-end CNN-based dueling deep Q-Network for autonomous cell activation in Cloud-RANs G Sun, D Ayepah-Mensah, R Xu, GO Boateng, G Liu Journal of Network and Computer Applications 169, 102757, 2020 | 16 | 2020 |
Transfer learning for autonomous cell activation based on relational reinforcement learning with adaptive reward G Sun, D Ayepah-Mensah, R Xu, VK Agbesi, G Liu, W Jiang IEEE Systems Journal 16 (1), 1044-1055, 2021 | 10 | 2021 |
Relational reinforcement learning based autonomous cell activation in cloud-RANs G Sun, GO Boateng, D Ayepah-Mensah, G Liu IEEE Access 7, 63588-63604, 2019 | 10 | 2019 |
Delay-aware content distribution via cell clustering and content placement for multiple tenants G Sun, D Ayepah-Mensah, L Lu, W Jiang, G Liu Journal of Network and Computer Applications 137, 112-126, 2019 | 9 | 2019 |
Autonomous cell activation for energy saving in cloud-RANs based on dueling deep Q-network G Sun, D Ayepah-Mensah, A Budkevich, G Liu, W Jiang Knowledge-Based Systems 192, 105347, 2020 | 8 | 2020 |
M, Liu G, Jiang W. Revised Reinforcement Learning Based on Anchor Graph Hashing for Autonomous Cell Activation in Cloud–RANs G Sun, T Zhan, BG Owusu, A Daniel Future Generation Computer Systems 104, 60-73, 2020 | 6 | 2020 |
Two-Tier Resource Allocation for Multi-Tenant Network Slicing: A Federated Deep Reinforcement Learning Approach R Ou, G Sun, D Ayepah-Mensah, GO Boateng, G Liu IEEE Internet of Things Journal, 2023 | 4 | 2023 |
Stackelberg game-based dynamic resource trading for network slicing in 5G networks R Ou, GO Boateng, D Ayepah-Mensah, G Sun, G Liu Journal of Network and Computer Applications 214, 103600, 2023 | 4 | 2023 |
Low-complexity dynamic resource slicing for mixed traffics in virtualized radio access network G Sun, SSR Adolphe, D Ayepah-Mensah 2018 IEEE 43rd Conference on Local Computer Networks (LCN), 425-428, 2018 | 3 | 2018 |
Blockchain-Enabled Federated Learning-Based Resource Allocation and Trading for Network Slicing in 5G D Ayepah-Mensah, G Sun, GO Boateng, S Anokye, G Liu IEEE/ACM Transactions on Networking, 2023 | 2 | 2023 |
MEC-enabled Federated Learning for Network Slicing R Ou, D Ayepah–Mensah, G Liu 2022 International Conference on Computing, Communication, Perception and …, 2022 | 1 | 2022 |
Dynamic Pricing for Vehicle Dispatching in Mobility-as-a-Service Market via Multi-Agent Deep Reinforcement Learning G Sun, GO Boateng, K Liu, D Ayepah-Mensah, G Liu IEEE Transactions on Vehicular Technology, 2024 | | 2024 |
Collaborative Intelligent Resource Trading for RAN Slicing: A Federated Policy Distillation Approach D Ayepah-Mensah, G Sun 2023 International Conference on Networks, Communications and Intelligent …, 2023 | | 2023 |
Holistic Roadmap of Trends in Radio Access Network Slicing: A Survey G Sun, D Ayepah-Mensah, GO Boateng, NA Kuadey, MB Omer, G Liu IEEE Communications Magazine, 2023 | | 2023 |