Hani Sami

35 papers B 5Journal 30
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Survey on Large Language Models for Communication, Network, and Service Management: Application Insights, Challenges, and Future Directions.
IEEE Commun. Surv. Tutorials
Gordon Owusu Boateng, Hani Sami, Ahmed Alagha, Hanae Elmekki, Ahmad Hammoud, Rabeb Mizouni, Azzam Mourad, Hadi Otrok, Jamal Bentahar, Sami Muhaidat, Chamseddine Talhi, Zbigniew Dziong, Mohsen Guizani
2025 J jnl
CACTUS: An Open Dataset and Framework for Automated Cardiac Assessment and Classification of Ultrasound Images Using Deep Transfer Learning.
CoRR
Hanae Elmekki, Ahmed Alagha, Hani Sami, Amanda Spilkin, Antonela Zanuttini, Ehsan Zakeri, Jamal Bentahar, Lyes Kadem, Wen-Fang Xie, Philippe Pibarot, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Azzam Mourad
2025 J jnl
CACTUS: An open dataset and framework for automated Cardiac Assessment and Classification of Ultrasound images using deep transfer learning.
Comput. Biol. Medicine
Hanae Elmekki, Ahmed Alagha, Hani Sami, Amanda Spilkin, Antonela Zanuttini, Ehsan Zakeri, Jamal Bentahar, Lyes Kadem, Wen-Fang Xie, Philippe Pibarot, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Azzam Mourad
2025 J jnl
Comprehensive Review of Reinforcement Learning for Medical Ultrasound Imaging.
CoRR
Hanae Elmekki, Saidul Islam, Ahmed Alagha, Hani Sami, Amanda Spilkin, Ehsan Zakeri, Antonela Zanuttini, Jamal Bentahar, Lyes Kadem, Wen-Fang Xie, Philippe Pibarot, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Azzam Mourad
2025 J jnl
Comprehensive review of reinforcement learning for medical ultrasound imaging.
Artif. Intell. Rev.
Hanae Elmekki, Saidul Islam, Ahmed Alagha, Hani Sami, Amanda Spilkin, Ehsan Zakeri, Antonela Mariel Zanuttini, Jamal Bentahar, Lyes Kadem, Wen-Fang Xie, Philippe Pibarot, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Azzam Mourad
2025 J jnl
Efficient privacy-preserving ML for IoT: Cluster-based split federated learning scheme for non-IID data.
J. Netw. Comput. Appl.
Mohamad Arafeh, Mohamad Wazzeh, Hani Sami, Hakima Ould-Slimane, Chamseddine Talhi, Azzam Mourad, Hadi Otrok
2025 J jnl
End-to-End Framework Integrating Generative AI and Deep Reinforcement Learning for Autonomous Ultrasound Scanning.
CoRR
Hanae Elmekki, Amanda Spilkin, Ehsan Zakeri, Antonela Mariel Zanuttini, Ahmed Alagha, Hani Sami, Jamal Bentahar, Lyes Kadem, Wen-Fang Xie, Philippe Pibarot, Rabeb Mizouni, Hadi Otrok, Azzam Mourad, Sami Muhaidat
2025 B conf
Multi-Agent Deep Reinforcement Learning for Resource Management in On-Demand Environments.
IWCMC
Mario Chahoud, Hani Sami, Rabeb Mizouni, Hadi Otrok, Jamal Bentahar, Azzam Mourad, Chamseddine Talhi
2025 J jnl
On-Demand Model and Client Deployment in Federated Learning With Deep Reinforcement Learning.
IEEE Internet Things J.
Mario Chahoud, Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar, Mohsen Guizani
2025 B conf
Privacy-Preserving Continuous User Authentication Using Federated Learning.
IWCMC
Oussama Bouldjedri, Mohamad Wazzeh, Hani Sami, Chamseddine Talhi, Hakima Ould-Slimane
2025 J jnl
Reward shaping in DRL: A novel framework for adaptive resource management in dynamic environments.
Inf. Sci.
Mario Chahoud, Hani Sami, Rabeb Mizouni, Jamal Bentahar, Azzam Mourad, Hadi Otrok, Chamseddine Talhi
2024 J jnl
A Survey on Large Language Models for Communication, Network, and Service Management: Application Insights, Challenges, and Future Directions.
CoRR
Gordon Owusu Boateng, Hani Sami, Ahmed Alagha, Hanae Elmekki, Ahmad Hammoud, Rabeb Mizouni, Azzam Mourad, Hadi Otrok, Jamal Bentahar, Sami Muhaidat, Chamseddine Talhi, Zbigniew Dziong, Mohsen Guizani
2024 J jnl
CRSFL: Cluster-based Resource-aware Split Federated Learning for Continuous Authentication.
CoRR
Mohamad Wazzeh, Mohamad Arafeh, Hani Sami, Hakima Ould-Slimane, Chamseddine Talhi, Azzam Mourad, Hadi Otrok
2024 J jnl
CRSFL: Cluster-based Resource-aware Split Federated Learning for Continuous Authentication.
J. Netw. Comput. Appl.
Mohamad Wazzeh, Mohamad Arafeh, Hani Sami, Hakima Ould-Slimane, Chamseddine Talhi, Azzam Mourad, Hadi Otrok
2024 J jnl
LearnChain: Transparent and cooperative reinforcement learning on Blockchain.
Future Gener. Comput. Syst.
Hani Sami, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Jamal Bentahar, Azzam Mourad
2024 J jnl
On-Demand Model and Client Deployment in Federated Learning with Deep Reinforcement Learning.
CoRR
Mario Chahoud, Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar, Mohsen Guizani
2024 J jnl
The Metaverse: Survey, Trends, Novel Pipeline Ecosystem & Future Directions.
IEEE Commun. Surv. Tutorials
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
2023 J jnl
On-Demand-FL: A Dynamic and Efficient Multicriteria Federated Learning Client Deployment Scheme.
IEEE Internet Things J.
Mario Chahoud, Hani Sami, Azzam Mourad, Safa Otoum, Hadi Otrok, Jamal Bentahar, Mohsen Guizani
2023 J jnl
Opportunistic UAV Deployment for Intelligent On-Demand IoV Service Management.
IEEE Trans. Netw. Serv. Manag.
Hani Sami, Reem Saado, Ahmad El Saoudi, Azzam Mourad, Hadi Otrok, Jamal Bentahar
2023 J jnl
Reinforcement Learning Framework for Server Placement and Workload Allocation in Multiaccess Edge Computing.
IEEE Internet Things J.
Anahita Mazloomi, Hani Sami, Jamal Bentahar, Hadi Otrok, Azzam Mourad
2023 J jnl
Reward shaping using convolutional neural network.
Inf. Sci.
Hani Sami, Hadi Otrok, Jamal Bentahar, Azzam Mourad, Ernesto Damiani
2023 J jnl
The Metaverse: Survey, Trends, Novel Pipeline Ecosystem & Future Directions.
CoRR
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
2023 B conf
Towards On-Demand Deployment of Multiple Clients and Heterogeneous Models in Federated Learning.
IWCMC
Mario Chahoud, Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar, Mohsen Guizani
2022 J jnl
Demand-Driven Deep Reinforcement Learning for Scalable Fog and Service Placement.
IEEE Trans. Serv. Comput.
Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar
2022 J jnl
Graph convolutional recurrent networks for reward shaping in reinforcement learning.
Inf. Sci.
Hani Sami, Jamal Bentahar, Azzam Mourad, Hadi Otrok, Ernesto Damiani
2022 J jnl
ON-DEMAND-FL: A Dynamic and Efficient Multi-Criteria Federated Learning Client Deployment Scheme.
CoRR
Mario Chahoud, Hani Sami, Azzam Mourad, Safa Otoum, Hadi Otrok, Jamal Bentahar, Mohsen Guizani
2022 J jnl
Reinforcement Learning Framework for Server Placement and Workload Allocation in Multi-Access Edge Computing.
CoRR
Anahita Mazloomi, Hani Sami, Jamal Bentahar, Hadi Otrok, Azzam Mourad
2022 J jnl
Reward Shaping Using Convolutional Neural Network.
CoRR
Hani Sami, Hadi Otrok, Jamal Bentahar, Azzam Mourad, Ernesto Damiani
2021 J jnl
AI-Based Resource Provisioning of IoE Services in 6G: A Deep Reinforcement Learning Approach.
IEEE Trans. Netw. Serv. Manag.
Hani Sami, Hadi Otrok, Jamal Bentahar, Azzam Mourad
2020 J jnl
AI, Blockchain, and Vehicular Edge Computing for Smart and Secure IoV: Challenges and Directions.
IEEE Internet Things Mag.
Ahmad Hammoud, Hani Sami, Azzam Mourad, Hadi Otrok, Rabeb Mizouni, Jamal Bentahar
2020 J jnl
Dynamic On-Demand Fog Formation Offering On-the-Fly IoT Service Deployment.
IEEE Trans. Netw. Serv. Manag.
Hani Sami, Azzam Mourad
2020 B conf
FScaler: Automatic Resource Scaling of Containers in Fog Clusters Using Reinforcement Learning.
IWCMC
Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar
2020 J jnl
Reinforcement R-learning model for time scheduling of on-demand fog placement.
J. Supercomput.
Peter Farhat, Hani Sami, Azzam Mourad
2020 J jnl
Vehicular-OBUs-As-On-Demand-Fogs: Resource and Context Aware Deployment of Containerized Micro-Services.
IEEE/ACM Trans. Netw.
Hani Sami, Azzam Mourad, Wassim El-Hajj
2019 B conf
On The Use of Software Defined Wireless Network in Vehicular Fog Computing Environments.
IWCMC
Joseph Khoury, Hani Sami, Haïdar Safa, Wassim El-Hajj