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College of Applied Science and Technology

Dr. Abdelmounaam Rezgui

Associate Professor of Computer Networking
School Information Technology
Office
OU Old Union 104
Office Phone
(309) 438-8049office
phone
Email
arezgui@ilstu.eduemail
Website
http://www.itk.ilstu.edu/faculty/ar... website
  • About
  • Education
  • Awards & Honors
  • Research

Current Courses

497.001Introduction To Research Methodology

379.001Advanced Computer Networks

477.001Converged Network Architectures

276.001Data Communications

276.002Data Communications

Research Interests & Areas

Applied AI/ML
Cybersecurity
Blockchain
Health Informatics
Networking

Ph D Computer Science

Virginia Tech
Blacksburg, VA, USA

MS Computer Science

Purdue University
West Lafayette, IN, USA

IEEE Senior Member

IEEE
2023

Faculty Research Award

School of Information Technology, Illinois State University
2023

Conference Proceeding

Rezgui, A., Sai Rachala, Y., & Ayyash, M. RoadProbe: A Machine Learning-based System for Predictive Road Maintenance. 10th International Symposium on IoT and Cloud Continuum (IoT2C) (2024)
Alghatani, K., Rezgui, A., & Ammar , N. Predicting Out-of-Hospital Vital Sign Measurements through Deep Learning (2023)
Rezgui, A. Scaling Personalized Machine Learning through DTW Clustering: Predicting Glycemia Levels as an Example (2023)
Alshammari, A., & Rezgui, A. Better Edges not Bigger Graphs: An Interaction-Driven Friending Algorithm for the Next-Generation Social Networks. 5th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications (CloudTech) (2020)
Alshammari, M., & Rezgui, A. POX-PLUS: An SDN Controller with Dynamic Shortest Path Routing. IEEE Conference on Cloud Networking (CloudNet) (2020)

Journal Article

Brighen, A., Chouikh, A., Ikhlef, H., Slimani, H., Rezgui, A., & Kheddouci, H. Giraph-Based Distributed Algorithms for Coloring Large-Scale Graphs. International Journal of Parallel Programming / Springer US 53.1 (2025)
Brighen, A., Slimani, H., Rezgui, A., & Kheddouci, H. A new distributed graph coloring algorithm for large graphs. Cluster Computing/Spring US 27.1 (2024): 875-891.
Chaira, M., Aouag, S., Cherroun, H., Brik, B., & Rezgui, A. A decentralized blockchain-based authentication scheme for cross-communication in IoT networks. Cluster Computing/Springer US 27.3 (2024): 2505-2523.
Lebal, A., Moussaoui, A., & Rezgui, A. Epilepsy-Net: attention-based 1D-inception network model for epilepsy detection using one-channel and multi-channel EEG signals. Multimedia Tools and Applications/Spring US 82.11 (2023)
Alghatani, K., Ammar, N., Rezgui, A., & Shaban-Nejad, A. Precision Clinical Medicine through Machine Learning: Using High and Low Quantile Ranges of Vital Signs for Risk Stratification of ICU Patients. IEEE Access/IEEE 10 (2022)

Technical Report

Rezgui, A. An SDN Testbed for ML Experimental Research in Chap.4: Potential Midscale Experimental Research Infrastructures. MERIF Workshop Report to NSF on Future Midscale Experimental Research Infrastructures (2020)

Presentations

RoadProbe: A Machine Learning-based System for Predictive Road Maintenance. 10th International Symposium on IoT and Cloud Continuum (IoT2C). (2024)
Predicting Out-of-Hospital Vital Sign Measurements through Deep Learning. 3rd IEEE International Conference on ICT Solutions for eHealth (ICTS4eHealth). IEEE. (2023)
Scaling Personalized Machine Learning through DTW Clustering: Predicting Glycemia Levels as an Example. IEEE Conference on Big Data. IEEE. (2023)
Cloud-based Intelligent Remote Patient Monitoring. CloudTech 2020 : The 5th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications. (2020)
Towards Midscale Experimental Research Infrastructures that Support Intelligent, Self-configurable, Software-Defined Networks,. NSF Future Experimental Research Infrastructures Workshop. (2020)

Grants & Contracts

Exploring the Use of Generative AI in Generating Synthetic Spatiotemporal Data. School of IT. Illinois State University. (2024)
Cloud-based Health Monitoring through Personalized Machine Learning (SRG). School of Information Technology. Illinois State University. (2023)
Cost-effective Road Maintenance through ML and Optimization Methods. Illinois Innovation Network (IIN). State. (2023)
Cost-effective Road Maintenance through Machine Learning and Optimization Methods. Illinois Innovation Network. State. (2023)
Cost-effective Road Maintenance through ML and Optimization Method. SIT. Illinois State University. (2022)