AI-Based Next Generation Edge Platform for Heterogeneous Services using 5G Technologies

Abdallah, Mohamed Mahmoud (Principal Investigator)
Abegaz, Mohammed Seid (Post Doctoral Fellow)
Hevesli, Muhammet (Graduate Student)
Student-1, Graduate (Graduate Student)
Saad, Miss Rahma (Consultant)
Assistant-1, Research (Research Assistant)
Assistant-3, Research (Research Assistant)
Mohamed, Dr.Amr (Principal Investigator)
Al-Jaber, Dr.Hessa (Principal Investigator)
Chiasserini, Prof.Carla Fabiana (Principal Investigator)
Al Fuqaha, Ala (Lead Principal Investigator)

Project: Applied Research

13 Article
12 Conference contribution
2 Conference article

27 results

2023
Adaptive ResNet Architecture for Distributed Inference in Resource-Constrained IoT Systems
Khan, F. M., Baccour, E., Erbad, A. & Hamdi, M., 2023, 2023 International Wireless Communications and Mobile Computing, IWCMC 2023. Institute of Electrical and Electronics Engineers Inc., p. 1543-1549 7 p. (2023 International Wireless Communications and Mobile Computing, IWCMC 2023).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Open Access
4 Citations (Scopus)
Blockchain-Based Resource Trading in Multi-UAV-Assisted Industrial IoT Networks: A Multi-Agent DRL Approach
Abegaz, M. S., Abishu, H. N., Yacob, Y. H., Ayall, T. A., Erbad, A. & Guizani, M., 1 Mar 2023, In: IEEE Transactions on Network and Service Management. 20, 1, p. 166-181 16 p.
Research output: Contribution to journal › Article › peer-review
22 Citations (Scopus)
Blockchain-Empowered Resource Allocation in Multi-UAV-Enabled 5G-RAN: A Multi-Agent Deep Reinforcement Learning Approach
Mohammed Seid, A., Erbad, A., Abishu, H. N., Albaseer, A., Abdallah, M. & Guizani, M., 1 Aug 2023, In: IEEE Transactions on Cognitive Communications and Networking. 9, 4, p. 991-1011 21 p.
Research output: Contribution to journal › Article › peer-review
17 Citations (Scopus)
Deep Reinforcement Learning for Trajectory Path Planning and Distributed Inference in Resource-Constrained UAV Swarms
Dhuheir, M. A., Baccour, E., Erbad, A., Al-Obaidi, S. S. & Hamdi, M., 1 May 2023, In: IEEE Internet of Things Journal. 10, 9, p. 8185-8201 17 p.
Research output: Contribution to journal › Article › peer-review

Open Access
19 Citations (Scopus)
HDFRL-empowered Energy Efficient Resource Allocation for Aerial MEC-enabled Smart City Cyber Physical System in 6G
Seid, A. M., Abishu, H. N., Erbad, A. & Guizani, M., 2023, 2023 International Wireless Communications and Mobile Computing, IWCMC 2023. Institute of Electrical and Electronics Engineers Inc., p. 836-841 6 p. (2023 International Wireless Communications and Mobile Computing, IWCMC 2023).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
3 Citations (Scopus)
LLHR: Low Latency and High Reliability CNN Distributed Inference for Resource-Constrained UAV Swarms
Dhuheir, M., Erbad, A. & Sabeeh, S., 2023, 2023 IEEE Wireless Communications and Networking Conference, WCNC 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE Wireless Communications and Networking Conference, WCNC; vol. 2023-March).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Open Access
3 Citations (Scopus)
Motivating learners in multiorchestrator mobile edge learning: A stackelberg game approach
Allahham, M. S., Mohamed, A., Erbad, A. & Guizani, M., 2023, In: IEEE Canadian Journal of Electrical and Computer Engineering. 46, 1, p. 69-76 8 p.
Research output: Contribution to journal › Article › peer-review

Open Access
1 Citation (Scopus)
Multiagent Federated Reinforcement Learning for Resource Allocation in UAV-Enabled Internet of Medical Things Networks
Seid, A. M., Erbad, A., Abishu, H. N., Albaseer, A., Abdallah, M. & Guizani, M., 15 Nov 2023, In: IEEE Internet of Things Journal. 10, 22, p. 19695-19711 17 p.
Research output: Contribution to journal › Article › peer-review

Open Access
16 Citations (Scopus)
Optimal Resource Management for Hierarchical Federated Learning over HetNets with Wireless Energy Transfer
Hamdi, R., Said, A. B., Baccour, E., Erbad, A., Mohamed, A., Hamdi, M. & Guizani, M., 1 Oct 2023, In: IEEE Internet of Things Journal. 10, 19, p. 16945-16958 14 p.
Research output: Contribution to journal › Article › peer-review

Open Access
6 Citations (Scopus)
Reinforcement Learning for Intelligent Healthcare Systems: A Review of Challenges, Applications, and Open Research Issues
Abdellatif, A. A., Mhaisen, N., Mohamed, A., Erbad, A. & Guizani, M., 15 Dec 2023, In: IEEE Internet of Things Journal. 10, 24, p. 21982-22007 26 p., 3288050.
Research output: Contribution to journal › Article › peer-review

Open Access
10 Citations (Scopus)
Zero Touch Realization of Pervasive Artificial Intelligence as a Service in 6G Networks
Baccour, E., Allahham, M. S., Erbad, A., Mohamed, A., Hussein, A. R. & Hamdi, M., 1 Feb 2023, In: IEEE Communications Magazine. 61, 2, p. 110-116 7 p.
Research output: Contribution to journal › Article › peer-review

Open Access
14 Citations (Scopus)
2022
Addressing Challenges of Distance Learning in the Pandemic with Edge Intelligence Enabled Multicast and Caching Solution
Bilal, K., Shuja, J., Erbad, A., Alasmary, W., Alanazi, E. & Alourani, A., 1 Feb 2022, In: Sensors. 22, 3, 14 p., 1092.
Research output: Contribution to journal › Article › peer-review

Open Access
13 Citations (Scopus)
Dynamic LoRa Wireless Networks Powered by Hybrid Energy
Hamdi, R., Baccour, E., Erbad, A., Qaraqe, M. & Hamdi, M., 2022, 2022 IEEE Wireless Communications and Networking Conference, WCNC 2022. Institute of Electrical and Electronics Engineers Inc., p. 830-835 6 p. (IEEE Wireless Communications and Networking Conference, WCNC; vol. 2022-April).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Dynamic Network Slicing and Resource Allocation for 5G-and-Beyond Networks
Abdellatif, A. A., Mohamed, A., Erbad, A. & Guizani, M., 2022, 2022 IEEE Wireless Communications and Networking Conference, WCNC 2022. Institute of Electrical and Electronics Engineers Inc., p. 262-267 6 p. (IEEE Wireless Communications and Networking Conference, WCNC; vol. 2022-April).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
16 Citations (Scopus)
FDRL Approach for Association and Resource Allocation in Multi-UAV Air-To-Ground IoMT Network
Mohammed, A., Abishu, H. N., Albaseer, A., Erbad, A., Abdallah, M. & Guizani, M., 2022, In: Proceedings - IEEE Global Communications Conference, GLOBECOM. p. 1417-1422 6 p.
Research output: Contribution to journal › Conference article › peer-review

Open Access
3 Citations (Scopus)
Fuzzy Elliptic Curve Cryptography for Authentication in Internet of Things
Abdaoui, A., Erbad, A., Al-Ali, A. K., Mohamed, A. & Guizani, M., 15 Jun 2022, In: IEEE Internet of Things Journal. 9, 12, p. 9987-9998 12 p.
Research output: Contribution to journal › Article › peer-review
17 Citations (Scopus)
LoRa-RL: Deep Reinforcement Learning for Resource Management in Hybrid Energy LoRa Wireless Networks
Hamdi, R., Baccour, E., Erbad, A., Qaraqe, M. & Hamdi, M., 1 May 2022, In: IEEE Internet of Things Journal. 9, 9, p. 6458-6476 19 p.
Research output: Contribution to journal › Article › peer-review

Open Access
39 Citations (Scopus)
On the Modeling of Reliability in Extreme Edge Computing Systems
Allahham, M. S., Mohamed, A., Erbad, A. & Hassanein, H., 2022, 2022 5th International Conference on Communications, Signal Processing, and their Applications, ICCSPA 2022. Institute of Electrical and Electronics Engineers Inc., (2022 5th International Conference on Communications, Signal Processing, and their Applications, ICCSPA 2022).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Open Access
3 Citations (Scopus)
Pervasive AI for IoT Applications: A Survey on Resource-Efficient Distributed Artificial Intelligence
Baccour, E., Mhaisen, N., Abdellatif, A. A., Erbad, A., Mohamed, A., Hamdi, M. & Guizani, M., 2022, In: IEEE Communications Surveys and Tutorials. 24, 4, p. 2366-2418 53 p.
Research output: Contribution to journal › Article › peer-review

Open Access
69 Citations (Scopus)
PLS Performance Analysis of a Hybrid NOMA-OMA based IoT System with Mobile Sensors
Chamkhia, H., Erbad, A., Al-Ali, A., Mohamed, A., Refaey, A. & Guizani, M., 2022, 2022 IEEE Wireless Communications and Networking Conference, WCNC 2022. Institute of Electrical and Electronics Engineers Inc., p. 1419-1424 6 p. (IEEE Wireless Communications and Networking Conference, WCNC; vol. 2022-April).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus)
RL-Assisted Energy-Aware User-Edge Association for IoT-based Hierarchical Federated Learning
Saadat, H., Allahham, M. S., Abdellatif, A. A., Erbad, A. & Mohamed, A., 2022, 2022 International Wireless Communications and Mobile Computing, IWCMC 2022. Institute of Electrical and Electronics Engineers Inc., p. 548-553 6 p. (2022 International Wireless Communications and Mobile Computing, IWCMC 2022).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Citations (Scopus)
RL-DistPrivacy: Privacy-Aware Distributed Deep Inference for Low Latency IoT Systems
Baccour, E., Erbad, A., Mohamed, A., Hamdi, M. & Guizani, M., 2022, In: IEEE Transactions on Network Science and Engineering. 9, 4, p. 2066-2083 18 p.
Research output: Contribution to journal › Article › peer-review

Open Access
8 Citations (Scopus)
2021
A Robust Protocol for Smart eHealthcare based on Elliptic Curve Cryptography and Fuzzy logic in IoT
Abdaoui, A., Erbad, A., Al-Ali, A., Mohamed, A. & Guizani, M., 2021, 2021 IEEE Globecom Workshops, GC Wkshps 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2021 IEEE Globecom Workshops, GC Wkshps 2021 - Proceedings).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus)
Efficient Real-Time Image Recognition Using Collaborative Swarm of UAVs and Convolutional Networks
Dhuheir, M., Baccour, E., Erbad, A., Sabeeh, S. & Hamdi, M., 2021, 2021 International Wireless Communications and Mobile Computing, IWCMC 2021. Institute of Electrical and Electronics Engineers Inc., p. 1954-1959 6 p. (2021 International Wireless Communications and Mobile Computing, IWCMC 2021).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Open Access
13 Citations (Scopus)
Emotion Recognition for Healthcare Surveillance Systems Using Neural Networks: A Survey
Dhuheir, M., Albaseer, A., Baccour, E., Erbad, A., Abdallah, M. & Hamdi, M., 2021, 2021 International Wireless Communications and Mobile Computing, IWCMC 2021. Institute of Electrical and Electronics Engineers Inc., p. 681-687 7 p. (2021 International Wireless Communications and Mobile Computing, IWCMC 2021).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Open Access
28 Citations (Scopus)
Reinforcement Learning for Hybrid Energy LoRa Wireless Networks
Hamdi, R., Baccour, E., Erbad, A., Qaraqe, M. & Hamdi, M., 2021, In: Proceedings - IEEE Global Communications Conference, GLOBECOM.
Research output: Contribution to journal › Conference article › peer-review
1 Citation (Scopus)
Security Performance Analysis of a Health System using Hybrid NOMA-OMA based IoT System
Chamkhia, H., Erbad, A., Al-Ali, A., Mohamed, A., Refaey, A. & Guizani, M., 2021, 2021 IEEE Globecom Workshops, GC Wkshps 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2021 IEEE Globecom Workshops, GC Wkshps 2021 - Proceedings).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Citations (Scopus)

AI-Based Next Generation Edge Platform for Heterogeneous Services using 5G Technologies

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