Hani Sami

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 21

Top Topics

Convolutional Neural Network

Reinforcement Learning

Top Venues

IEEE Trans. Netw. Serv. Manag.

IEEE Internet Things J.

Publications

Hani Sami, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Jamal Bentahar, Azzam Mourad
LearnChain: Transparent and cooperative reinforcement learning on Blockchain. Future Gener. Comput. Syst. 150 (2024)
Mohamad Wazzeh, Mohamad Arafeh, Hani Sami, Hakima Ould-Slimane, Chamseddine Talhi, Azzam Mourad, Hadi Otrok
CRSFL: Cluster-based Resource-aware Split Federated Learning for Continuous Authentication. CoRR (2024)
Mario Chahoud, Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar, Mohsen Guizani
On-Demand Model and Client Deployment in Federated Learning with Deep Reinforcement Learning. CoRR (2024)
Hani Sami, Reem Saado, Ahmad El Saoudi, Azzam Mourad, Hadi Otrok, Jamal Bentahar
Opportunistic UAV Deployment for Intelligent On-Demand IoV Service Management. IEEE Trans. Netw. Serv. Manag. 20 (3) (2023)
Mario Chahoud, Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar, Mohsen Guizani
Towards On-Demand Deployment of Multiple Clients and Heterogeneous Models in Federated Learning. IWCMC (2023)
Hani Sami, Ahmad Hammoud, Mohamad Arafeh, Mohamad Wazzeh, Sarhad Arisdakessian, Mario Chahoud, Osama Wehbi, Mohamad Ajaj, Azzam Mourad, Hadi Otrok, Omar Abdel Wahab, Rabeb Mizouni, Jamal Bentahar, Chamseddine Talhi, Zbigniew Dziong, Ernesto Damiani, Mohsen Guizani
The Metaverse: Survey, Trends, Novel Pipeline Ecosystem & Future Directions. CoRR (2023)
Hani Sami, Hadi Otrok, Jamal Bentahar, Azzam Mourad, Ernesto Damiani
Reward shaping using convolutional neural network. Inf. Sci. 648 (2023)
Mario Chahoud, Hani Sami, Azzam Mourad, Safa Otoum, Hadi Otrok, Jamal Bentahar, Mohsen Guizani
On-Demand-FL: A Dynamic and Efficient Multicriteria Federated Learning Client Deployment Scheme. IEEE Internet Things J. 10 (18) (2023)
Anahita Mazloomi, Hani Sami, Jamal Bentahar, Hadi Otrok, Azzam Mourad
Reinforcement Learning Framework for Server Placement and Workload Allocation in Multiaccess Edge Computing. IEEE Internet Things J. 10 (2) (2023)
Mario Chahoud, Hani Sami, Azzam Mourad, Safa Otoum, Hadi Otrok, Jamal Bentahar, Mohsen Guizani
ON-DEMAND-FL: A Dynamic and Efficient Multi-Criteria Federated Learning Client Deployment Scheme. CoRR (2022)
Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar
Demand-Driven Deep Reinforcement Learning for Scalable Fog and Service Placement. IEEE Trans. Serv. Comput. 15 (5) (2022)
Anahita Mazloomi, Hani Sami, Jamal Bentahar, Hadi Otrok, Azzam Mourad
Reinforcement Learning Framework for Server Placement and Workload Allocation in Multi-Access Edge Computing. CoRR (2022)
Hani Sami, Jamal Bentahar, Azzam Mourad, Hadi Otrok, Ernesto Damiani
Graph convolutional recurrent networks for reward shaping in reinforcement learning. Inf. Sci. 608 (2022)
Hani Sami, Hadi Otrok, Jamal Bentahar, Azzam Mourad, Ernesto Damiani
Reward Shaping Using Convolutional Neural Network. CoRR (2022)
Hani Sami, Hadi Otrok, Jamal Bentahar, Azzam Mourad
AI-Based Resource Provisioning of IoE Services in 6G: A Deep Reinforcement Learning Approach. IEEE Trans. Netw. Serv. Manag. 18 (3) (2021)
Hani Sami, Azzam Mourad
Dynamic On-Demand Fog Formation Offering On-the-Fly IoT Service Deployment. IEEE Trans. Netw. Serv. Manag. 17 (2) (2020)
Peter Farhat, Hani Sami, Azzam Mourad
Reinforcement R-learning model for time scheduling of on-demand fog placement. J. Supercomput. 76 (1) (2020)
Hani Sami, Azzam Mourad, Wassim El-Hajj
Vehicular-OBUs-As-On-Demand-Fogs: Resource and Context Aware Deployment of Containerized Micro-Services. IEEE/ACM Trans. Netw. 28 (2) (2020)
Ahmad Hammoud, Hani Sami, Azzam Mourad, Hadi Otrok, Rabeb Mizouni, Jamal Bentahar
AI, Blockchain, and Vehicular Edge Computing for Smart and Secure IoV: Challenges and Directions. IEEE Internet Things Mag. 3 (2) (2020)
Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar
FScaler: Automatic Resource Scaling of Containers in Fog Clusters Using Reinforcement Learning. IWCMC (2020)
Joseph Khoury, Hani Sami, Haïdar Safa, Wassim El-Hajj
On The Use of Software Defined Wireless Network in Vehicular Fog Computing Environments. IWCMC (2019)