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ORCIDEmna Baccour
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2020 – today
- 2024
[j23]Zain Ul Abideen Tariq
, Emna Baccour, Aiman Erbad, Mounir Hamdi, Mohsen Guizani:
RL-Based Adaptive UAV Swarm Formation and Clustering for Secure 6G Wireless Communications in Dynamic Dense Environments. IEEE Access 12: 125609-125628 (2024)- [j22]Emna Baccour, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani:
Reinforcement learning-based dynamic pruning for distributed inference via explainable AI in healthcare IoT systems. Future Gener. Comput. Syst. 155: 1-17 (2024) - [j21]Emna Baccour, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani:
A Blockchain-Based Reliable Federated Meta-Learning for Metaverse: A Dual Game Framework. IEEE Internet Things J. 11(12): 22697-22715 (2024) - [j20]Emna Baccour, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani:
Multi-agent reinforcement learning for privacy-aware distributed CNN in heterogeneous IoT surveillance systems. J. Netw. Comput. Appl. 230: 103933 (2024) - [j19]Zain Ul Abideen Tariq, Emna Baccour, Aiman Erbad, Mounir Hamdi:
Reinforcement Learning for Resilient Aerial-IRS Assisted Wireless Communications Networks in the Presence of Multiple Jammers. IEEE Open J. Commun. Soc. 5: 15-37 (2024) - [c22]Emna Baccour, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani:
Game-Theoretic Federated Meta-learning for Blockchain-Assisted Metaverse. WCNC 2024: 1-6 - [i17]Emna Baccour, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani:
A Blockchain-based Reliable Federated Meta-learning for Metaverse: A Dual Game Framework. CoRR abs/2408.03694 (2024) - 2023
- [j18]Syed Muhammad Ammar Hassan Bukhari, Emna Baccour, Kashif Bilal, Junaid Shuja, Aiman Erbad, Muhammad Bilal:
To transcode or not? A machine learning based edge video caching and transcoding strategy. Comput. Electr. Eng. 109(Part A): 108741 (2023) - [j17]Emna Baccour, Mhd Saria Allahham, Aiman Erbad, Amr Mohamed, Ahmed Refaey Hussein, Mounir Hamdi:
Zero Touch Realization of Pervasive Artificial Intelligence as a Service in 6G Networks. IEEE Commun. Mag. 61(2): 110-116 (2023) - [j16]Marwan Dhuheir, Emna Baccour, Aiman Erbad, Sinan Sabeeh Al-Obaidi, Mounir Hamdi:
Deep Reinforcement Learning for Trajectory Path Planning and Distributed Inference in Resource-Constrained UAV Swarms. IEEE Internet Things J. 10(9, May 1): 8185-8201 (2023) - [j15]Rami Hamdi, Ahmed Ben Said, Emna Baccour, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani:
Optimal Resource Management for Hierarchical Federated Learning Over HetNets With Wireless Energy Transfer. IEEE Internet Things J. 10(19): 16945-16958 (2023) - [j14]Muhammad Asif Khan, Emna Baccour, Aiman Erbad, Ridha Hamila, Mounir Hamdi:
CODE: Computation Offloading in D2D-Edge System for Video Streaming. IEEE Syst. J. 17(3): 4014-4025 (2023) - [c21]Elmehdi Illi, Emna Baccour, Marwa K. Qaraqe, Mounir Hamdi:
Deep Reinforcement Learning for Enhancing the Secrecy of a MU-MISO UOWC Network. GLOBECOM 2023: 6807-6812 - [c20]Emna Baccour, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani:
Dynamic Pruning for Distributed Inference via Explainable AI: A Healthcare Use Case. ICC 2023: 3394-3400 - [c19]Ilyes Mrad, Emna Baccour, Ridha Hamila, Muhammad Asif Khan, Aiman Erbad, Mounir Hamdi:
RL-CEALS: Reinforcement Learning for Collaborative Edge Assisted Live Streaming. ISCC 2023: 193-199 - [c18]Fazeela Mazhar Khan, Emna Baccour, Aiman Erbad, Mounir Hamdi:
Adaptive ResNet Architecture for Distributed Inference in Resource-Constrained IoT Systems. IWCMC 2023: 1543-1549 - [i16]Rami Hamdi, Ahmed Ben Said, Emna Baccour, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani:
Optimal Resource Management for Hierarchical Federated Learning over HetNets with Wireless Energy Transfer. CoRR abs/2305.01953 (2023) - [i15]Emna Baccour, Mhd Saria Allahham, Aiman Erbad, Amr Mohamed, Ahmed Refaey Hussein, Mounir Hamdi:
Zero-touch realization of Pervasive Artificial Intelligence-as-a-service in 6G networks. CoRR abs/2307.11468 (2023) - [i14]Fazeela Mazhar Khan, Emna Baccour, Aiman Erbad, Mounir Hamdi:
Adaptive ResNet Architecture for Distributed Inference in Resource-Constrained IoT Systems. CoRR abs/2307.11499 (2023) - 2022
- [j13]Muhammad Asif Khan, Emna Baccour, Zina Chkirbene, Aiman Erbad, Ridha Hamila, Mounir Hamdi, Moncef Gabbouj:
A Survey on Mobile Edge Computing for Video Streaming: Opportunities and Challenges. IEEE Access 10: 120514-120550 (2022) - [j12]Emna Baccour, Naram Mhaisen, Alaa Awad Abdellatif, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani:
Pervasive AI for IoT Applications: A Survey on Resource-Efficient Distributed Artificial Intelligence. IEEE Commun. Surv. Tutorials 24(4): 2366-2418 (2022) - [j11]Mohammed Jouhari, Abdulla Khalid Al-Ali, Emna Baccour, Amr Mohamed, Aiman Erbad, Mohsen Guizani, Mounir Hamdi:
Distributed CNN Inference on Resource-Constrained UAVs for Surveillance Systems: Design and Optimization. IEEE Internet Things J. 9(2): 1227-1242 (2022) - [j10]Rami Hamdi, Emna Baccour, Aiman Erbad, Marwa K. Qaraqe, Mounir Hamdi:
LoRa-RL: Deep Reinforcement Learning for Resource Management in Hybrid Energy LoRa Wireless Networks. IEEE Internet Things J. 9(9): 6458-6476 (2022) - [j9]Emna Baccour, Fatima Haouari, Aiman Erbad, Amr Mohamed, Kashif Bilal, Mohsen Guizani, Mounir Hamdi:
An Intelligent Resource Reservation for Crowdsourced Live Video Streaming Applications in Geo-Distributed Cloud Environment. IEEE Syst. J. 16(1): 240-251 (2022) - [j8]Emna Baccour, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani:
RL-DistPrivacy: Privacy-Aware Distributed Deep Inference for Low Latency IoT Systems. IEEE Trans. Netw. Sci. Eng. 9(4): 2066-2083 (2022) - [c17]Rami Hamdi, Emna Baccour, Aiman Erbad, Marwa K. Qaraqe, Mounir Hamdi:
Dynamic LoRa Wireless Networks Powered by Hybrid Energy. WCNC 2022: 830-835 - [i13]Emna Baccour, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani:
RL-DistPrivacy: Privacy-Aware Distributed Deep Inference for low latency IoT systems. CoRR abs/2208.13032 (2022) - [i12]Muhammad Asif Khan, Emna Baccour, Zina Chkirbene, Aiman Erbad, Ridha Hamila, Mounir Hamdi, Moncef Gabbouj:
A Survey on Mobile Edge Computing for Video Streaming: Opportunities and Challenges. CoRR abs/2209.05761 (2022) - [i11]Marwan Dhuheir, Emna Baccour, Aiman Erbad, Sinan Sabeeh Al-Obaidi, Mounir Hamdi:
Deep Reinforcement Learning for Trajectory Path Planning and Distributed Inference in Resource-Constrained UAV Swarms. CoRR abs/2212.11201 (2022) - 2021
- [j7]Emna Baccour, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani:
RL-PDNN: Reinforcement Learning for Privacy-Aware Distributed Neural Networks in IoT Systems. IEEE Access 9: 54872-54887 (2021) - [c16]Rami Hamdi, Emna Baccour, Aiman Erbad, Marwa K. Qaraqe, Mounir Hamdi:
Reinforcement Learning for Hybrid Energy LoRa Wireless Networks. GLOBECOM 2021: 1-7 - [c15]Marwan Dhuheir, Abdullatif Albaseer, Emna Baccour, Aiman Erbad, Mohamed M. Abdallah, Mounir Hamdi:
Emotion Recognition for Healthcare Surveillance Systems Using Neural Networks: A Survey. IWCMC 2021: 681-687 - [c14]Marwan Dhuheir, Emna Baccour, Aiman Erbad, Sinan Sabeeh, Mounir Hamdi:
Efficient Real-Time Image Recognition Using Collaborative Swarm of UAVs and Convolutional Networks. IWCMC 2021: 1954-1959 - [i10]Emna Baccour, Naram Mhaisen, Alaa Awad Abdellatif, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani:
Pervasive AI for IoT Applications: Resource-efficient Distributed Artificial Intelligence. CoRR abs/2105.01798 (2021) - [i9]Mohammed Jouhari, Abdulla K. Al-Ali, Emna Baccour, Amr Mohamed, Aiman Erbad, Mohsen Guizani, Mounir Hamdi:
Distributed CNN Inference on Resource-Constrained UAVs for Surveillance Systems: Design and Optimization. CoRR abs/2105.11013 (2021) - [i8]Emna Baccour, Fatima Haouari, Aiman Erbad, Amr Mohamed, Kashif Bilal, Mohsen Guizani, Mounir Hamdi:
An Intelligent Resource Reservation for Crowdsourced Live Video Streaming Applications in Geo-Distributed Cloud Environment. CoRR abs/2106.02420 (2021) - [i7]Marwan Dhuheir, Emna Baccour, Aiman Erbad, Sinan Sabeeh, Mounir Hamdi:
Efficient Real-Time Image Recognition Using Collaborative Swarm of UAVs and Convolutional Networks. CoRR abs/2107.04648 (2021) - [i6]Marwan Dhuheir, Abdullatif Albaseer, Emna Baccour, Aiman Erbad, Mohamed M. Abdallah, Mounir Hamdi:
Emotion Recognition for Healthcare Surveillance Systems Using Neural Networks: A Survey. CoRR abs/2107.05989 (2021) - [i5]Rami Hamdi, Emna Baccour, Aiman Erbad, Marwa K. Qaraqe, Mounir Hamdi:
LoRa-RL: Deep Reinforcement Learning for Resource Management in Hybrid Energy LoRa Wireless Networks. CoRR abs/2109.02392 (2021) - 2020
- [j6]Emna Baccour, Aiman Erbad, Kashif Bilal, Amr Mohamed, Mohsen Guizani:
PCCP: Proactive Video Chunks Caching and Processing in edge networks. Future Gener. Comput. Syst. 105: 44-60 (2020) - [j5]Emna Baccour, Aiman Erbad, Amr Mohamed, Fatima Haouari, Mohsen Guizani, Mounir Hamdi:
RL-OPRA: Reinforcement Learning for Online and Proactive Resource Allocation of crowdsourced live videos. Future Gener. Comput. Syst. 112: 982-995 (2020) - [j4]Emna Baccour, Aiman Erbad, Amr Mohamed, Mohsen Guizani, Mounir Hamdi:
Collaborative hierarchical caching and transcoding in edge network with CE-D2D communication. J. Netw. Comput. Appl. 172: 102801 (2020) - [c13]Emna Baccour, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani:
DistPrivacy: Privacy-Aware Distributed Deep Neural Networks in IoT surveillance systems. GLOBECOM 2020: 1-6 - [c12]Emna Baccour, Aiman Erbad, Kashif Bilal, Amr Mohamed, Mohsen Guizani, Mounir Hamdi:
FacebookVideoLive18: A Live Video Streaming Dataset for Streams Metadata and Online Viewers Locations. ICIoT 2020: 476-483 - [c11]Emna Baccour, Aiman Erbad, Amr Mohamed, Mohsen Guizani, Mounir Hamdi:
CE-D2D: Collaborative and Popularity-aware Proactive Chunks Caching in Edge Networks. IWCMC 2020: 1770-1776 - [i4]Emna Baccour, Aiman Erbad, Kashif Bilal, Amr Mohamed, Mohsen Guizani, Mounir Hamdi:
FacebookVideoLive18: A Live Video Streaming Dataset for Streams Metadata and Online Viewers Locations. CoRR abs/2003.10820 (2020) - [i3]Emna Baccour, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani:
DistPrivacy: Privacy-Aware Distributed Deep Neural Networks in IoT surveillance systems. CoRR abs/2010.13234 (2020)
2010 – 2019
- 2019
- [j3]Kashif Bilal, Emna Baccour, Aiman Erbad, Amr Mohamed, Mohsen Guizani:
Collaborative joint caching and transcoding in mobile edge networks. J. Netw. Comput. Appl. 136: 86-99 (2019) - [c10]Fatima Haouari, Emna Baccour, Aiman Erbad, Amr Mohamed, Mohsen Guizani:
Transcoding Resources Forecasting and Reservation for Crowdsourced Live Streaming. GLOBECOM 2019: 1-7 - [c9]Fatima Haouari, Emna Baccour, Aiman Erbad, Amr Mohamed, Mohsen Guizani:
QoE-Aware Resource Allocation for Crowdsourced Live Streaming: A Machine Learning Approach. ICC 2019: 1-6 - [c8]Emna Baccour, Sebti Foufou, Ridha Hamila, Aiman Erbad:
Green data center networks: a holistic survey and design guidelines. IWCMC 2019: 1108-1114 - [c7]Emna Baccour, Aiman Erbad, Amr Mohamed, Mohsen Guizani:
CE-D2D: Dual Framework Chunks Caching and offloading in Collaborative Edge networks with D2D communication. IWCMC 2019: 1550-1556 - [c6]Emna Baccour, Aiman Erbad, Amr Mohamed, Kashif Bilal, Mohsen Guizani:
Proactive Video Chunks Caching and Processing for Latency and Cost Minimization in Edge Networks. WCNC 2019: 1-7 - [i2]Fatima Haouari, Emna Baccour, Aiman Erbad, Amr Mohamed, Mohsen Guizani:
QoE-Aware Resource Allocation for Crowdsourced Live Streaming: A Machine Learning Approach. CoRR abs/1906.09086 (2019) - 2018
- [i1]Emna Baccour, Aiman Erbad, Amr Mohamed, Kashif Bilal, Mohsen Guizani:
Proactive Video Chunks Caching and Processing for Latency and Cost Minimization in Edge Networks. CoRR abs/1812.06501 (2018) - 2017
- [b1]Emna Baccour:
Network architectures and energy efficiency for high performance data centers. (Architectures réseaux et optimisation d'énergie pour les centres de données massives). University of Burgundy, France, 2017 - [j2]Emna Baccour, Sebti Foufou, Ridha Hamila, Zahir Tari:
Achieving energy efficiency in data centers with a performance-guaranteed power aware routing. Comput. Commun. 109: 131-145 (2017) - [j1]Emna Baccour, Sebti Foufou, Ridha Hamila, Zahir Tari, Albert Y. Zomaya:
PTNet: An efficient and green data center network. J. Parallel Distributed Comput. 107: 3-18 (2017) - [c5]Emna Baccour, Ala Gouissem, Sebti Foufou, Ridha Hamila, Zahir Tari, Albert Y. Zomaya:
An Energy Saving Mechanism Based on Vacation Queuing Theory in Data Center Networks. MONAMI 2017: 188-202 - 2016
- [c4]Emna Baccour, Sebti Foufou, Ridha Hamila:
A Guaranteed Performance of a Green Data Center Based on the Contribution of Vital Nodes. GLOBECOM Workshops 2016: 1-6 - [c3]Emna Baccour, Sebti Foufou, Ridha Hamila:
PTNet: A parameterizable data center network. WCNC 2016: 1-6 - 2015
- [c2]Emna Baccour, Sebti Foufou, Ridha Hamila, Mounir Hamdi:
A survey of wireless data center networks. CISS 2015: 1-6 - [c1]Emna Baccour, Sebti Foufou, Ridha Hamila, Mounir Hamdi:
wFlatnet: Introducing Wireless in Flatnet Data Center Network. GLOBECOM Workshops 2015: 1-6
Coauthor Index
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last updated on 2024-10-04 21:03 CEST by the dblp team
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