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Soumaya Cherkaoui
Expert
Student research project(s)

Research interests and affiliations

Research interests

Next Generation Networks (5G and beyond), Edge Computing and Edge Intelligence/Network Intelligence,  Communication Networks for Verticals such as Connected and Autonomous Cars,  IoT,  Smartgrid,  and Industrial IoT.

Expertise type(s) (NSERC subjects)
  • 2508 Communications networks
  • 2525 Wireless communication systems
  • 2800 ARTIFICIAL INTELLIGENCE (Computer Vision, use 2603)
  • 2700 INFORMATION TECHNOLOGY

Publications

Recent publications
Journal article
Taik, A., Mlika, Z. & Cherkaoui, S. (2022). Clustered Vehicular Federated Learning: Process and Optimization. IEEE Transactions on Intelligent Transportation Systems, 13 pages. Retrieved from https://doi.org/10.1109/TITS.2022.3149860
Journal article
Taïk, A., Mlika, Z. & Cherkaoui, S. (2022). Data-Aware Device Scheduling for Federated Edge Learning. IEEE Transactions on Cognitive Communications and Networking, 8(1), 408-421. Retrieved from https://doi.org/10.1109/TCCN.2021.3100574
Conference paper
Abouaomar, A., Mlika, Z., Filali, A., Cherkaoui, S. & Kobbane, A. (2021). A Deep Reinforcement Learning Approach for Service Migration in MEC-enabled Vehicular Networks. Paper presented at the 46th IEEE Conference on Local Computer Networks (LCN 2021), Edmonton, Alberta, Canada (pp. 273-280). Retrieved from https://doi.org/10.1109/LCN52139.2021.9524882
Journal article
Lakoju, M., Javed, A., Rana, O., Burnap, P., Atiba, S.T. & Cherkaoui, S. (2021). “Chatty Devices” and edge-based activity classification. Discover Internet of Things, 1(1), 15 pages. Retrieved from https://doi.org/10.1007/s43926-021-00004-9

Biography

Pr. Soumaya Cherkaoui's  research and teaching interests are in wireless networks. Particularly, she works on  next generation networks (5G and beyond), Edge intelligence/Network Intelligence, and communication networks/edge intelligence for verticals such as Connected and Autonomous Cars,  IoT, and  Industrial IoT. She leads a research group which conducts research funded both by government and industry. Before joining academia as a professor in 1999, she worked for industry as a project leader on projects targeted at the Aerospace Industry. Pr. Cherkaoui has held invited positions at leading institutions including the  University of California at Berkeley. Bell Laboratories, Monash University, and the University of Toronto, as well as an adjunct position at Lulea University, in Sweden.

In 2010, she was appointed member of the Board of Directors of the Canadian Network of Centres of Excellence Auto21, Canada. Since 2017, she has been serving as member of MITACS Research Council. Pr. Cherkaoui avails of a long research experience in the wireless networking. She was named Distinguished Lecturer by the IEEE Communication Society. Her work resulted in technology transfer to companies and to patented technology.  Pr. Cherkaoui has published over 100 research papers in reputed journals and conferences. She co-edited several collective works, has been an associate editor and guest editor of several IEEE, IET, Wiley and Elsevier Journals. She is currently on the editorial board of IEEE Network, the IEEE Journal on Selected Areas in CommunicationsIEEE SystemsElsevier Vehicular Communications, and IET Quantum Communication. Her work was awarded with recognitions and best paper awards including a best paper award at the IEEE Communications Society Flagship conference IEEE ICC in 2017. She has chaired prestigious conferences such as IEEE LCN 2019, and has served as a symposium co-chair for flagship conferences including IEEE ICC 2021,  IEEE ICC 2018IEEE Globecom 2018IEEE Globecom 2015IEEE ICC 2014, and IEEE PIMRC 2011. She is a Professional Engineer in Canada, a senior IEEE Member, and is serving as the Chair of the IEEE Communications Society IoT-Ad hoc and Sensor Networks Technical Committee since 2020.