Emna Baccour

ORCID

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 58

Top Venues

CoRR

IWCMC

IEEE Internet Things J.

WCNC

University of Burgundy, France (PHD)

Education History

University of Burgundy, France

PHD

Publications

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 (2024)
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 (2024)
Emna Baccour, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani
Game-Theoretic Federated Meta-learning for Blockchain-Assisted Metaverse. WCNC (2024)
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) (2024)
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 (2024)
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) (2023)
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 (2023)
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)
Elmehdi Illi, Emna Baccour, Marwa K. Qaraqe, Mounir Hamdi
Deep Reinforcement Learning for Enhancing the Secrecy of a MU-MISO UOWC Network. GLOBECOM (2023)
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) (2023)
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) (2023)
Fazeela Mazhar Khan, Emna Baccour, Aiman Erbad, Mounir Hamdi
Adaptive ResNet Architecture for Distributed Inference in Resource-Constrained IoT Systems. CoRR (2023)
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) (2023)
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 (2023)
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) (2023)
Emna Baccour, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani
Dynamic Pruning for Distributed Inference via Explainable AI: A Healthcare Use Case. ICC (2023)
Fazeela Mazhar Khan, Emna Baccour, Aiman Erbad, Mounir Hamdi
Adaptive ResNet Architecture for Distributed Inference in Resource-Constrained IoT Systems. IWCMC (2023)
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) (2022)
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 (2022)
Emna Baccour, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani
RL-DistPrivacy: Privacy-Aware Distributed Deep Inference for low latency IoT systems. CoRR (2022)
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 (2022)
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) (2022)
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) (2022)
Rami Hamdi, Emna Baccour, Aiman Erbad, Marwa K. Qaraqe, Mounir Hamdi
Dynamic LoRa Wireless Networks Powered by Hybrid Energy. WCNC (2022)
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) (2022)
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) (2022)
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 (2022)
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)
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 (2021)
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 (2021)
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 (2021)
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 (2021)
Rami Hamdi, Emna Baccour, Aiman Erbad, Marwa K. Qaraqe, Mounir Hamdi
Reinforcement Learning for Hybrid Energy LoRa Wireless Networks. GLOBECOM (2021)
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)
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 (2021)
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 (2021)
Marwan Dhuheir, Emna Baccour, Aiman Erbad, Sinan Sabeeh, Mounir Hamdi
Efficient Real-Time Image Recognition Using Collaborative Swarm of UAVs and Convolutional Networks. CoRR (2021)
Emna Baccour, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani
DistPrivacy: Privacy-Aware Distributed Deep Neural Networks in IoT surveillance systems. GLOBECOM (2020)
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 (2020)
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 (2020)
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 (2020)
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)
Emna Baccour, Aiman Erbad, Amr Mohamed, Mohsen Guizani, Mounir Hamdi
CE-D2D: Collaborative and Popularity-aware Proactive Chunks Caching in Edge Networks. IWCMC (2020)
Emna Baccour, Aiman Erbad, Amr Mohamed, Mounir Hamdi, Mohsen Guizani
DistPrivacy: Privacy-Aware Distributed Deep Neural Networks in IoT surveillance systems. CoRR (2020)
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 (2020)
Fatima Haouari, Emna Baccour, Aiman Erbad, Amr Mohamed, Mohsen Guizani
QoE-Aware Resource Allocation for Crowdsourced Live Streaming: A Machine Learning Approach. CoRR (2019)
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)
Emna Baccour, Sebti Foufou, Ridha Hamila, Aiman Erbad
Green data center networks: a holistic survey and design guidelines. IWCMC (2019)
Fatima Haouari, Emna Baccour, Aiman Erbad, Amr Mohamed, Mohsen Guizani
QoE-Aware Resource Allocation for Crowdsourced Live Streaming: A Machine Learning Approach. ICC (2019)
Fatima Haouari, Emna Baccour, Aiman Erbad, Amr Mohamed, Mohsen Guizani
Transcoding Resources Forecasting and Reservation for Crowdsourced Live Streaming. GLOBECOM (2019)
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)
Kashif Bilal, Emna Baccour, Aiman Erbad, Amr Mohamed, Mohsen Guizani
Collaborative joint caching and transcoding in mobile edge networks. J. Netw. Comput. Appl. 136 (2019)
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 (2018)
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)
Emna Baccour, Sebti Foufou, Ridha Hamila, Zahir Tari
Achieving energy efficiency in data centers with a performance-guaranteed power aware routing. Comput. Commun. 109 (2017)
Emna Baccour, Sebti Foufou, Ridha Hamila, Zahir Tari, Albert Y. Zomaya
PTNet: An efficient and green data center network. J. Parallel Distributed Comput. 107 (2017)
Emna Baccour, Sebti Foufou, Ridha Hamila
PTNet: A parameterizable data center network. WCNC (2016)
Emna Baccour, Sebti Foufou, Ridha Hamila
A Guaranteed Performance of a Green Data Center Based on the Contribution of Vital Nodes. GLOBECOM Workshops (2016)
Emna Baccour, Sebti Foufou, Ridha Hamila, Mounir Hamdi
wFlatnet: Introducing Wireless in Flatnet Data Center Network. GLOBECOM Workshops (2015)
Emna Baccour, Sebti Foufou, Ridha Hamila, Mounir Hamdi
A survey of wireless data center networks. CISS (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Emna Baccour