Daniel Ayepah-Mensah

28 papers B 2Journal 26
YearRankTypeTitle / Venue / Authors
2025 B conf
A RAG-Assisted DRL Framework for Microservices Deployment in 6G Vehicular Networks.
WiMob
Daniel Ayepah-Mensah, Amine Kidane Ghebreziabiher, Gordon Owusu Boateng, Rabeb Mizouni, Azzam Mourad, Hadi Otrok, Jamal Bentahar, Sami Muhaidat
2025 J jnl
AI-Native Collaborative Content Sharing in Blockchain-Empowered UAV-Assisted D2D Networks.
IEEE Internet Things J.
Yasin Habtamu Yacob, Guolin Sun, Hayla Nahom Abishu, Daniel Ayepah-Mensah, Mohamed Basher Omer, Guisong Liu
2025 J jnl
FeDistSlice: Federated Policy Distillation for Collaborative Intelligence in Multi-Tenant RAN Slicing.
IEEE Trans. Serv. Comput.
Guolin Sun, Daniel Ayepah-Mensah, Huan Chen, Gordon Owusu Boateng, Guisong Liu
2025 J jnl
FedCruise: Collaborative Cruise Guidance With Federated Policy Distillation in Multiple Ride-Hailing Platforms.
IEEE Internet Things J.
Guolin Sun, Gerald Tietaa Maale, Heng Zhang, Daniel Ayepah-Mensah, Jun Jiang
2025 J jnl
Federated Policy Distillation for Digital Twin-Enabled Intelligent Resource Trading in 5G Network Slicing.
IEEE Trans. Netw. Serv. Manag.
Daniel Ayepah-Mensah, Guolin Sun, Gordon Owusu Boateng, Guisong Liu
2025 J jnl
Multiagent DRL-Based Consensus Mechanism for Blockchain-Based Collaborative Computing in UAV-Assisted 6G Networks.
IEEE Internet Things J.
Hayla Nahom Abishu, Guolin Sun, Yasin Habtamu Yacob, Gordon Owusu Boateng, Daniel Ayepah-Mensah, Guisong Liu
2025 J jnl
Toward AI-Native Task Orchestration for Collaborative Computing in SAGSINs.
IEEE Commun. Mag.
Guolin Sun, Daniel Ayepah-Mensah, Gerald Tietaa Maale, Mohamed Basher Omer, Noble Arden Elorm Kuadey, Thomas Kwantwi, Yupeng Liu, Guisong Liu
2024 J jnl
Adaptive Digital Twin and Communication-Efficient Federated Learning Network Slicing for 5G-enabled Internet of Things.
CoRR
Daniel Ayepah-Mensah, Guolin Sun, Yu Pang, Wei Jiang
2024 J jnl
Blockchain-Enabled Federated Learning-Based Resource Allocation and Trading for Network Slicing in 5G.
IEEE/ACM Trans. Netw.
Daniel Ayepah-Mensah, Guolin Sun, Gordon Owusu Boateng, Stephen Anokye, Guisong Liu
2024 J jnl
Competitive Pricing for Resource Trading in Sliced Mobile Networks: A Multi-Agent Reinforcement Learning Approach.
IEEE Trans. Mob. Comput.
Guolin Sun, Gordon Owusu Boateng, Liyuan Luo, Huan Chen, Daniel Ayepah-Mensah, Guisong Liu
2024 J jnl
Dynamic Pricing for Vehicle Dispatching in Mobility-as-a-Service Market via Multi-Agent Deep Reinforcement Learning.
IEEE Trans. Veh. Technol.
Guolin Sun, Gordon Owusu Boateng, Kai Liu, Daniel Ayepah-Mensah, Guisong Liu
2023 J jnl
Consortium Blockchain-Based Spectrum Trading for Network Slicing in 5G RAN: A Multi-Agent Deep Reinforcement Learning Approach.
IEEE Trans. Mob. Comput.
Gordon Owusu Boateng, Guolin Sun, Daniel Ayepah-Mensah, Daniel Mawunyo Doe, Ruijie Ou, Guisong Liu
2023 J jnl
Holistic Roadmap of Trends in Radio Access Network Slicing: A Survey.
IEEE Commun. Mag.
Guolin Sun, Daniel Ayepah-Mensah, Gordon Owusu Boateng, Noble Arden Elorm Kuadey, Mohamed Basher Omer, Guisong Liu
2023 J jnl
Stackelberg game-based dynamic resource trading for network slicing in 5G networks.
J. Netw. Comput. Appl.
Ruijie Ou, Gordon Owusu Boateng, Daniel Ayepah-Mensah, Guolin Sun, Guisong Liu
2023 J jnl
Two-Tier Resource Allocation for Multitenant Network Slicing: A Federated Deep Reinforcement Learning Approach.
IEEE Internet Things J.
Ruijie Ou, Guolin Sun, Daniel Ayepah-Mensah, Gordon Owusu Boateng, Guisong Liu
2022 J jnl
Blockchain-Enabled Resource Trading and Deep Reinforcement Learning-Based Autonomous RAN Slicing in 5G.
IEEE Trans. Netw. Serv. Manag.
Gordon Owusu Boateng, Daniel Ayepah-Mensah, Daniel Mawunyo Doe, Abegaz Mohammed Seid, Guolin Sun, Guisong Liu
2022 J jnl
Deep Reinforcement Learning-Based Mobility-Aware UAV Content Caching and Placement in Mobile Edge Networks.
IEEE Syst. J.
Stephen Anokye, Daniel Ayepah-Mensah, Abegaz Mohammed Seid, Gordon Owusu Boateng, Guolin Sun
2022 J jnl
Transfer Learning for Autonomous Cell Activation Based on Relational Reinforcement Learning With Adaptive Reward.
IEEE Syst. J.
Guolin Sun, Daniel Ayepah-Mensah, Rong Xu, Victor Kwaku Agbesi, Guisong Liu, Wei Jiang
2020 J jnl
Autonomous Resource Slicing for Virtualized Vehicular Networks With D2D Communications Based on Deep Reinforcement Learning.
IEEE Syst. J.
Guolin Sun, Gordon Owusu Boateng, Daniel Ayepah-Mensah, Guisong Liu, Wei Jiang
2020 J jnl
Autonomous cell activation for energy saving in cloud-RANs based on dueling deep Q-network.
Knowl. Based Syst.
Guolin Sun, Daniel Ayepah-Mensah, Anton Budkevich, Guisong Liu, Wei Jiang
2020 J jnl
End-to-end CNN-based dueling deep Q-Network for autonomous cell activation in Cloud-RANs.
J. Netw. Comput. Appl.
Guolin Sun, Daniel Ayepah-Mensah, Rong Xu, Gordon Owusu Boateng, Guisong Liu
2020 J jnl
Revised reinforcement learning based on anchor graph hashing for autonomous cell activation in cloud-RANs.
Future Gener. Comput. Syst.
Guolin Sun, Tong Zhan, Gordon Owusu Boateng, Daniel Ayepah-Mensah, Guisong Liu, Wei Jiang
2019 J jnl
Autonomous Resource Provisioning and Resource Customization for Mixed Traffics in Virtualized Radio Access Network.
IEEE Syst. J.
Guolin Sun, Kun Xiong, Gordon Owusu Boateng, Daniel Ayepah-Mensah, Guisong Liu, Wei Jiang
2019 J jnl
Delay-aware content distribution via cell clustering and content placement for multiple tenants.
J. Netw. Comput. Appl.
Guolin Sun, Daniel Ayepah-Mensah, Li Lu, Wei Jiang, Guisong Liu
2019 J jnl
Dynamic Reservation and Deep Reinforcement Learning Based Autonomous Resource Slicing for Virtualized Radio Access Networks.
IEEE Access
Guolin Sun, Zemuy Tesfay Gebrekidan, Gordon Owusu Boateng, Daniel Ayepah-Mensah, Wei Jiang
2019 J jnl
Relational Reinforcement Learning Based Autonomous Cell Activation in Cloud-RANs.
IEEE Access
Guolin Sun, Gordon Owusu Boateng, Daniel Ayepah-Mensah, Guisong Liu
2018 J jnl
Cell Virtualization with Network Partition for Initial User Association in Software Defined Small-cell Networks.
KSII Trans. Internet Inf. Syst.
Guolin Sun, Li Lu, Daniel Ayepah-Mensah, Xiufen Fang, Wei Jiang
2018 B conf
Low-complexity Dynamic Resource Slicing for Mixed Traffics in Virtualized Radio Access Network.
LCN
Guolin Sun, Sebakara Samuel Rene Adolphe, Daniel Ayepah-Mensah