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Abegaz Mohammed Seid
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Journal Articles
- 2024
- [j16]Marwan Dhuheir, Aiman Erbad, Ala I. Al-Fuqaha, Abegaz Mohammed Seid:
Meta Reinforcement Learning for UAV-Assisted Energy Harvesting IoT Devices in Disaster-Affected Areas. IEEE Open J. Commun. Soc. 5: 2145-2163 (2024) - [j15]Abdullatif Albaseer, Abegaz Mohammed Seid, Mohamed M. Abdallah, Ala I. Al-Fuqaha, Aiman Erbad:
Novel Approach for Curbing Unfair Energy Consumption and Biased Model in Federated Edge Learning. IEEE Trans. Green Commun. Netw. 8(2): 865-877 (2024) - [j14]Mesfin Leranso Betalo, Supeng Leng, Hayla Nahom Abishu, Fayaz Ali Dharejo, Abegaz Mohammed Seid, Aiman Erbad, Rizwan Ali Naqvi, Longyu Zhou, Mohsen Guizani:
Multi-Agent Deep Reinforcement Learning-Based Task Scheduling and Resource Sharing for O-RAN-Empowered Multi-UAV-Assisted Wireless Sensor Networks. IEEE Trans. Veh. Technol. 73(7): 9247-9261 (2024) - 2023
- [j13]Abegaz Mohammed Seid, Aiman Erbad, Hayla Nahom Abishu, Abdullatif Albaseer, Mohamed Abdallah, Mohsen Guizani:
Multiagent Federated Reinforcement Learning for Resource Allocation in UAV-Enabled Internet of Medical Things Networks. IEEE Internet Things J. 10(22): 19695-19711 (2023) - [j12]Abegaz Mohammed Seid, Aiman Erbad, Hayla Nahom Abishu, Abdullatif Albaseer, Mohamed M. Abdallah, Mohsen Guizani:
Blockchain-Empowered Resource Allocation in Multi-UAV-Enabled 5G-RAN: A Multi-Agent Deep Reinforcement Learning Approach. IEEE Trans. Cogn. Commun. Netw. 9(4): 991-1011 (2023) - [j11]Jianfeng Lu, Bangqi Pan, Abegaz Mohammed Seid, Bing Li, Gangqiang Hu, Shaohua Wan:
Truthful Incentive Mechanism Design via Internalizing Externalities and LP Relaxation for Vertical Federated Learning. IEEE Trans. Comput. Soc. Syst. 10(6): 2909-2923 (2023) - [j10]Maregu Assefa, Wei Jiang, Kumie Alemu Gedamu, Getinet Yilma, Deepak Adhikari, Melese Ayalew, Abegaz Mohammed Seid, Aiman Erbad:
Actor-Aware Self-Supervised Learning for Semi-Supervised Video Representation Learning. IEEE Trans. Circuits Syst. Video Technol. 33(11): 6679-6692 (2023) - [j9]Mohammed Seid Abegaz, Hayla Nahom Abishu, Yasin Habtamu Yacob, Tewodros Alemu Ayall, Aiman Erbad, Mohsen Guizani:
Blockchain-Based Resource Trading in Multi-UAV-Assisted Industrial IoT Networks: A Multi-Agent DRL Approach. IEEE Trans. Netw. Serv. Manag. 20(1): 166-181 (2023) - [j8]Abdullatif Albaseer, Mohamed M. Abdallah, Ala I. Al-Fuqaha, Abegaz Mohammed Seid, Aiman Erbad, Octavia A. Dobre:
Fair Selection of Edge Nodes to Participate in Clustered Federated Multitask Learning. IEEE Trans. Netw. Serv. Manag. 20(2): 1502-1516 (2023) - 2022
- [j7]Tewodros Ayall, Huawen Liu, Changjun Zhou, Abegaz Mohammed Seid, Fantahun Bogale Gereme, Hayla Nahom Abishu, Yasin Habtamu Yacob:
Graph Computing Systems and Partitioning Techniques: A Survey. IEEE Access 10: 118523-118550 (2022) - [j6]Abegaz Mohammed Seid, Jianfeng Lu, Hayla Nahom Abishu, Tewodros Ayall:
Blockchain-Enabled Task Offloading With Energy Harvesting in Multi-UAV-Assisted IoT Networks: A Multi-Agent DRL Approach. IEEE J. Sel. Areas Commun. 40(12): 3517-3532 (2022) - [j5]Stephen Anokye, Daniel Ayepah-Mensah, Abegaz Mohammed Seid, Gordon Owusu Boateng, Guolin Sun:
Deep Reinforcement Learning-Based Mobility-Aware UAV Content Caching and Placement in Mobile Edge Networks. IEEE Syst. J. 16(1): 275-286 (2022) - [j4]Gordon Owusu Boateng, Daniel Ayepah-Mensah, Daniel Mawunyo Doe, Abegaz Mohammed Seid, Guolin Sun, Guisong Liu:
Blockchain-Enabled Resource Trading and Deep Reinforcement Learning-Based Autonomous RAN Slicing in 5G. IEEE Trans. Netw. Serv. Manag. 19(1): 216-227 (2022) - [j3]Hayla Nahom Abishu, Abegaz Mohammed Seid, Yasin Habtamu Yacob, Tewodros Ayall, Guolin Sun, Guisong Liu:
Consensus Mechanism for Blockchain-Enabled Vehicle-to-Vehicle Energy Trading in the Internet of Electric Vehicles. IEEE Trans. Veh. Technol. 71(1): 946-960 (2022) - 2021
- [j2]Abegaz Mohammed Seid, Gordon Owusu Boateng, Stephen Anokye, Thomas Kwantwi, Guolin Sun, Guisong Liu:
Collaborative Computation Offloading and Resource Allocation in Multi-UAV-Assisted IoT Networks: A Deep Reinforcement Learning Approach. IEEE Internet Things J. 8(15): 12203-12218 (2021) - [j1]Abegaz Mohammed Seid, Gordon Owusu Boateng, Bruce Mareri, Guolin Sun, Wei Jiang:
Multi-Agent DRL for Task Offloading and Resource Allocation in Multi-UAV Enabled IoT Edge Network. IEEE Trans. Netw. Serv. Manag. 18(4): 4531-4547 (2021)
Conference and Workshop Papers
- 2023
- [c7]Abegaz Mohammed Seid, Hayla Nahom Abishu, Aiman Erbad, Carla-Fabiana Chiasserini:
Hierarchical DRL-empowered Network Slicing in Space-Air-Ground Networks. GLOBECOM 2023: 4680-4685 - [c6]Abegaz Mohammed Seid, Aiman Erbad:
Multi-Agent RL for SDN-Based Resource Allocation in HAPS-Assisted IoV Networks. ICC 2023: 1664-1669 - [c5]Abegaz Mohammed Seid, Hayla Nahom Abishu, Aiman Erbad, Mohsen Guizani:
HDFRL-empowered Energy Efficient Resource Allocation for Aerial MEC-enabled Smart City Cyber Physical System in 6G. IWCMC 2023: 836-841 - [c4]Muhammad Ibrar, Aiman Erbad, Mohammed Abegaz, Aamir Akbar, Mahdi Houchati, Juan M. Corchado:
REED: Enhanced Resource Allocation and Energy Management in SDN-Enabled Edge Computing-Based Smart Buildings. IWCMC 2023: 860-865 - 2022
- [c3]Abegaz Mohammed Seid, Hayla Nahom Abishu, Abdullatif Albaseer, Aiman Erbad, Mohamed Abdallah, Mohsen Guizani:
FDRL Approach for Association and Resource Allocation in Multi-UAV Air-To-Ground IoMT Network. GLOBECOM 2022: 1417-1422 - 2021
- [c2]Tewodros Ayall, Hancong Duan, Changhong Liu, Fantahun Gereme, Mohammed Abegaz, Mesay Deleli:
Taking Heuristic Based Graph Edge Partitioning One Step Ahead via OffStream Partitioning Approach. ICDE 2021: 2081-2086 - [c1]Hussen Yesuf Ali, Sun Goulin, Abegaz Mohammed Seid:
Autonomous RACH Resource Slicing for Heterogeneous IoT Devices Communication Using Deep Reinforcement Learning. ICT4DA 2021: 125-130
Informal and Other Publications
- 2023
- [i1]Abdullatif Albaseer, Mohamed M. Abdallah, Ala I. Al-Fuqaha, Abegaz Mohammed Seid, Aiman Erbad, Octavia A. Dobre:
Fair Selection of Edge Nodes to Participate in Clustered Federated Multitask Learning. CoRR abs/2304.13423 (2023)
Coauthor Index
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