People

Abdallah Moubayed

Assistant Professor

Office: Bassil 206
Extension: 3075
Email: abdallah.moubayed@lau.edu.lb

Office Hours:
TBA

Research interests

Machine Learning, Data Analytics, Cyber-security, Cyber-physical Systems, Next Generation Networks, Wireless Communication, Resource Allocation

Selected publications

Journal Publications

  1. A. Moubayed, A. Shami, and A. Al-Dulaimi “On End-to-End Intelligent Automation of 6G Networks”, MDPI Future Internet, 2022.
  2. S. Aleyadeh, A. Moubayed, P. Heidari, and A. Shami, “Optimal Container Migration Re-Instantiation in Hybrid Computing Environments”, IEEE Open Journal of the Communications Society, 2022.
  3. A. Moubayed, E. Aqeeli, and A. Shami, “Detecting DNS Typo-squatting Using Ensemble-based Feature Selection & Classification Models”, IEEE Canadian Journal of Electrical and Computer Engineering, 2021.
  4. L. Yang, A. Moubayed, A. Shami, P. Heidari, A. Boukhtouta, A. Larabi, R. Brunner, S. Preda, and D. Migault, “Multi-perspective Content Delivery Networks Security Framework Using Optimized Unsupervised Anomaly Detection”, IEEE Transactions on Network and Service Management, 2021.
  5. L. Yang, A. Moubayed, and A. Shami, “MTH-IDS: A Multi-Tiered Hybrid Intrusion Detection System for Internet of Vehicles”, IEEE Internet of Things Journal, 2021.
  6. S. Zimmo, A. Moubayed, A. Refaey, A. Shami, “Power-Aware Coexistence of Wi-Fi and LTE in the Unlicensed Band Using Time-Domain Virtualization”, IEEE Canadian Journal of Electrical and Computer Engineering, 2021.
  7. A. Moubayed and A. Shami, “Softwarization, Virtualization, and Machine Learning For Intelligent and Effective V2X Communications”, IEEE Intelligent Transportation Systems Magazine, 2020.
  8. M. Injadat, A. Moubayed, A. Bou Nassif, and A. Shami, “Machine Learning Towards Intelligent Systems: Applications, Challenges, and Opportunities”, Springer’s Artificial Intelligence Review, 2020.
  9. M. Injadat, A. Moubayed, A. Bou Nassif, and A. Shami, “Multi-Stage Optimized Machine Learning Framework for Network Intrusion Detection”, IEEE Transactions on Network and Service Management, 2020.
  10. A. Moubayed, A. Shami, P. Heidari, A. Larabi, and R. Brunner, “Edge-enabled V2X Service Placement for Intelligent Transportation Systems”, IEEE Transactions on Mobile Computing, 2020.
  11. A. Moubayed, A. Refaey, and A. Shami, “Software Defined Perimeter: State of the Art Secure Solution for Modern Networks”, IEEE Network Magazine, 2019.
  12. A. Moubayed, K. Hammad, A. Shami, and H. Lutfiyya,“Dynamic Spectrum Management Through Resource Virtualization with M2M Communications”, IEEE Communications Magazine, 2018.
  13. E. Aqeeli, A. Moubayed, and A. Shami, “Power-Aware Optimized RRH to BBU Allocation in C-RAN”, IEEE Transactions on Wireless Communications, 2017.
  14. 6. E. Aqeeli, A. Moubayed, and A. Shami, “Dynamic SON-enabled Mobility Management in LTE Networks”, IEEE Transactions on Mobile Computing, 2017.
  15. K. Hammad, A. Moubayed, A. Shami, and S. Primak, “QoS-Aware Energy and Jitter-Efficient Downlink Predictive Scheduler for Heterogeneous Traffic LTE Networks”, IEEE Transactions on Mobile Computing, 2017.
  16. M. Kalil, A. Moubayed, A. Shami, and A. Al-Dweik, “Efficient Low-Complexity Scheduler for Wireless Resource Virtualization,” IEEE Wireless Communications Letters, 2016.
  17. K. Hammad, A. Moubayed, A. Shami, and S. Primak, “Analytical Approximation of Packet Delay Jitter in Simple Queues,” IEEE Wireless Communications Letters, 2016.
  18. A. Moubayed, A. Shami, and H. Lutfiyya, “Wireless Resource Virtualization With Device-to-Device Communication Underlaying LTE Network,” IEEE Transactions on Broadcasting, 2015.

Conference Publications

  1. A. Moubayed, A. Javadtalab, M. Hemmati, Y. You, A. Shami, “Traffic-Aware OTN-over-WDM Optimization in 5G Networks”, 2022 IEEE International Mediterranean Conference on Communications and Networking (MeditCom), Athens, Greece, 2022.
  2. S. Aleyadeh, A. Moubayed, and A. Shami, “Edge Computing Hybrid Segmentation Scheme”, 2021 International Symposium on Networks, Computers and Communications (ISNCC 2021), Dubai, UAE, 2021.
  3. A. Moubayed, M. Injadat, and A. Shami, “Optimized Random Forest Model for Botnet Detection Based on DNS Queries”, IEEE 32nd International Conference on Microelectronics (ICM’20), Aqaba, Jordan, 2020.
  4. M. Injadat, A. Moubayed, and A. Shami, “Detecting Botnet Attacks in IoT Environments: An Optimized Machine Learning Approach”, IEEE 32nd International Conference on Microelectronics (ICM’20), Aqaba, Jordan, 2020.
  5. A. Moubayed, T. Ahmed, A. Haque, and A. Shami, “Machine Learning Towards Enabling Spectrum-as-a-Service Dynamic Sharing”, IEEE Canadian Conference on Electrical and Computer Engineering (CCECE’20), London, ON, Canada, 2020.
  6. A. Moubayed, E. Aqeeli, and A. Shami, “Ensemble-based Feature Selection and Classification Model for DNS Typo-squatting Detection”, IEEE Canadian Conference on Electrical and Computer Engineering (CCECE’20), London, ON, Canada, 2020.
  7. A. Moubayed, A. Shami, P. Heidari, A. Larabi, and R. Brunner, “Cost-optimal V2X Service Placement in Distributed Cloud/Edge Environment”, 16th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob’20), Thessaloniki, Greece, 2020.
  8. L. Yang, A. Moubayed, I Hamieh, and A. Shami, “Tree-based Intelligent Intrusion Detection System in Internet of Vehicles”, 2019 IEEE Global Communications Conference (GLOBECOM’19), Waikoloa, HI, USA, 2019.
  9. P. Kumar, A. Moubayed, A. Refaey, A. Shami, and J. Koilpillai, “Performance Analysis of SDP For Secure Internal Enterprises”, 2019 IEEE Wireless Communications and Networking Conference (WCNC’19), Marrakech, Morocco, 2019.
  10. A. Moubayed, M. Injadat, A. Shami, H. Lutfiyya, “DNS Typo-squatting Domain Detection: A Data Analytics & Machine Learning Based Approach”, 2018 IEEE Global Communications Conference (GLOBECOM’18), Abu Dhabi, UAE, 2018.
  11. S. Zimmo, A. Moubayed, A. Refaey, A. Shami, “Coexistence of WiFi and LTE in the Unlicensed Band Using Time-Domain Virtualization”, 2018 IEEE Global Communications Conference (GLOBECOM’18), Abu Dhabi, UAE, 2018.
  12. K. Alhazmi, A. Moubayed, and A. Shami, “Green Distributed Cloud Services Provisioning in SDN-enabled Cloud Environment”, 14th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC’18), Limassol, Cyprus, 2018.
  13. K. Hammad, A. Moubayed, S. Primak, and A. Shami, “Investigating the Energy-Efficiency/Delay Jitter Trade-off for VoLTE in LTE Downlink”, IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC’17), Montreal, QC, Canada, 2017.
  14. A. Moubayed, A. Shami, and H. Lutfiyya, “Power-Aware Wireless Virtualized Resource Allocation with D2D Communication Underlaying LTE Network”, 2016 IEEE Global Communications Conference (GLOBECOM’16), Washington, DC, USA, 2016.
  15. M. Hussein, A. Moubayed, S. Primak, and A. Shami, “Virtualized Allocation Performance Analysis in 5G Two-Tier Cellular Networks”, 2016 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE’16), Vancouver, BC, Canada, 2016.
  16. E. Aqeeli, A. Moubayed, and A. Shami, “Towards Intelligent LTE Mobility Management through MME Pooling”, 2015 IEEE Global Communications Conference (GLOBECOM’15), San Diego, CA, USA, 2015.
  17. M. Hussein, A. Moubayed, S. Primak, and A. Shami, “On efficient power allocation modeling in virtualized uplink 3GPP-LTE systems”, 2015 IEEE 11th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob’15), Abu Dhabi, UAE, 2015.
  18. A. Moubayed, S. Sorour, T. Al-Naffouri, and M. S. Alouini, “Collaborative Multi-Layer Network Coding in Hybrid Cellular Cognitive Radio Networks”, 2015 IEEE 81st Vehicular Technology Conference (VTC Spring’15), Glasgow, Scotland, 2015.

Online Research Profiles:

Academic degrees

PhD. in Electrical & Computer Engineering, University of Western Ontario, Canada, 2018.
MSc. in Electrical Engineering, King Abdullah University of Science and Technology, Saudi Arabia, 2014.
B.E. in Electrical Engineering, Lebanese American University, Lebanon, 2012.