Cherkaoui, Soumaya

Professeure, Faculté de génie
FAC. GÉNIE Électrique et informatique

Coordonnées

Courriel


819-821-8000, poste 62109


Site Web

Titres de compétence

Ing. Ordre des ingénieures du Québec.

Senior Member, IEEE, IEEE Communications Society. IEEE (Institute of Electrical Electronics Engineers).

Présentation

Sujets de recherche

Réseaux de télécommunications, Communications personnelles.

Disciplines de recherche

Informatique.

Mots-clés

Réseaux sans fil, Intelligence réseau.

Langues parlées et écrites

Anglais, Espagnol (castillan), Français

Prix et distinctions

  • (2022) IEEE Communication Society (ComSoc) Distinguished Lecturer for January 2020-January 2022. The Institute of Electrical and Electronics Engineers Incorporated IEEE. (Distinction).
  • (2021) Chair, IEEE Communications Society Internet of Things, Ad Hoc and Sensor Networks Technical Committee. The Institute of Electrical and Electronics Engineers Incorporated IEEE. (Distinction).
  • (2017) Best paper award, IEEE (International Conference on Communications) ICC 2017. The Institute of Electrical and Electronics Engineers Incorporated IEEE. (Prix).

Publications

Articles de revue

  • Taik* A, Mlika* Z, Cherkaoui S. (2021). Data-Aware Device Scheduling for Federated Edge Learning. IEEE Transactions on Cognitive Communications and Networking, (Article soumis).
  • Arfaoui* A, Cherkaoui S, Kribeche A, Senouci SM, M. Hamdi. (2020). Context-Aware Adaptive Remote Access for IoT Applications. IEEE Internet of Things Journal, 7(1), 786-799. (Article publié).
  • Taïk* A, Cherkaoui S. (2020). Federated Edge Learning : Design Issues and Challenges. IEEE Network, (Article publié).
  • Mlika * Z, Cherkaoui S. (2020). Massive IoT Access with NOMA in 5G Networks and Beyond using Online Competitiveness and Learning. IEEE Internet of Things Journal, (Révision demandée).
  • Filali* A, Abouaomar* A, Cherkaoui S, Kobbane A, Guizani M. (2020). Multi-Access Edge Computing: A Survey. IEEE Access, 8, 197017-197046. (Article publié).
  • Mlika* Z, Cherkaoui S. (2020). Network Slicing with MEC and Deep Reinforcement Learning for the Internet of Vehicles. IEEE Network, (Article publié).
  • Moudoud* H, Khoukhi L, Cherkaoui S. (2020). Prediction and Detection of FDIA and DDoS Attacks in 5G Enabled IoT. IEEE Network, (Article publié).
  • Filali* A, Mlika* Z, Cherkaoui S, Kobbane A. (2020). Preemptive SDN Load Balancing with Machine Learning for Delay Sensitive Applications. IEEE Transactions on Vehicular Technology, 69(12), 15947-15963. (Article publié).
  • Abouamar * A, Cherkaoui S, Kobbane A. (2020). Resource Provisioning in Edge Computing for Latency Sensitive Applications. IEEE Internet of Things Journal, (Article publié).
  • Messous M A, Senouci S M, Sedjelmaci H, Cherkaoui S. (2019). A Game Theory Based Efficient Computation Offloading in an UAV Network. IEEE Transactions on Vehicular Technology, 68(5), 4964-4974. (Article publié).
  • Dambri* O A, Cherkaoui S. (2019). Performance Enhancement of Diffusion-based Molecular Communication. IEEE Transactions on Nanobioscience, 19(1), 48-58. (Article publié).
  • Baseri* Y, Hafid A, Cherkaoui S. (2018). Privacy Preserving Fine-grained Location-based Access Control for Mobile Cloud. Computers & Security, 73, 249-265. (Article publié).
  • Sahoo* J, Cherkaoui S, Hafid A. (2017). Dynamic Hierarchical Aggregation for Vehicular Sensing. IEEE Transactions on Intelligent Transportation Systems, 18(9), 2539-2556. (Article publié).
  • Bourass* A, Cherkaoui S, Khoukhi L. (2017). Secure Optimal Itinerary Planning for Electric Vehicles in the Smart Grid. IEEE Trans. on Industrial Informatics, 13(6), 3236-3245. (Article publié).
  • Azizian* M, Cherkaoui S, Hafid A. (2017). Vehicle Software Updates Distribution with SDN and Cloud Computing. IEEE Communications Magazine, 55(8), 74-79. (Article publié).
  • Azizian* M, Cherkaoui S, Hafid A. (2016). An Optimized Flow Allocation in Vehicular Cloud. IEEE Access, 4, 6766-6779. (Article publié).
  • Ngangue Ndih* E D, Cherkaoui S. (2016). On Enhancing Technology Coexistence in the IoT Era: ZigBee and 802.11 Case. IEEE Access, 4, 1835-1844. (Article publié).
  • Sahoo* J, Cherkaoui S, Hafid A. (2016). Optimal Selection of Aggregation Locations for Participatory Sensing by Mobile Cyber-Physical Systems. Computer Communications (COMCOM), 74, 26-37. (Article publié).
  • Abid* M A, Cherkaoui S. (2016). Three Dimensional Compressed Sensing for Wireless Networks-Based Multiple Nodes Localization in Multi-Floors Building. Wireless Communications and Mobile Computing, 16(13), 1837-1850. (Article publié).
  • Rezgui* J, Cherkaoui S. (2015). An M2M Access Management Scheme for Electrical Vehicles. Computer Comunications, (Article soumis).
  • Ngangue Ndih* E D, Cherkaoui S, Dayoub I. (2015). Analytic Modeling of the Coexistence of IEEE 802.15.4 and IEEE 802.11 in Saturation Conditions. IEEE Communications Letters, doi: 10.1109/LCOMM.2015.2449298, (99), 1-1. (Article publié).
  • Sahu* P K, Hafid A, Cherkaoui S. (2015). DMAP: Density Map Service in City Environments. IEEE Transactions on Intelligent Transportation Systems, 16(5), 2862 - 2877. (Article publié).
  • Said* D, Cherkaoui S, Khoukhi L. (2015). Multi-Priority Queuing for EVs Charging at Public Supply Stations with Price Variation. Wireless Communications and Mobile Computing, 6(16), 1049-1065. (Article publié).

Numéros de revue

  • Chughtai O, Rehmani M H, Senouci S M, Cherkaoui S. (2020). Flying Ad hoc Networks: Challenges, Potentials, Future Applications, and Way Forward. IEEE Access, (Article sous presse).
  • Rehmani M H, Ahmad A, Rachedi A, Cherkaoui S. (2018). Energy Harvesting and Scavenging: Technologies, Algorithms, and Communication Protocols. IEEE Access, 6, (Article publié).
  • Cherkaoui S, Oteafy S M A, Zhang B, Berbineau M. (2017). Heterogeneous Vehicular Networking. Vehicular Communications, 9, (Article publié).
  • Rachedi A, Rehmani M H, Cherkaoui S, Rodrigues J P C. (2016). The Plethora of Research in Internet of Things (IoT). IEEE Access, 4, (Article publié).

Chapitres de livre

  • Said* D, Cherkaoui S, Khoukhi L. (2016). Scheduling Process for Electric Vehicle Home Charging. Mouftah H T, Erol-Kantarci M Smart Grid: Networking, Data Management, and Business Models (371-386). CRC Press. (Article publié).

Articles de conférence

  • Mlika* Z, Cherkaoui S. (2021). Competitive Algorithms and Reinforcement Learning for NOMA in IoT Networks. Proceedings of IEEE ICC 2021, (Article accepté).
  • Moudoud* H, Khoukhi L, Cherkaoui S. (2021). Towards a Scalable and Trustworthy Blockchain: IoT Use Case. Proceedings of IEEE ICC 2021, (Article accepté).
  • Dambri* O A, Cherkaoui S. (2020). A Physical Channel Model for Wired Nano-Communications. Proceedings of IEEE ICC 2020, 1-6. (Article publié).
  • Taïk* A, Cherkaoui S. (2020). Electrical Load Forecasting Using Edge Computing and Federated Learning. Proceedings of IEEE ICC 2020, 1-6. (Article publié).
  • Abouaomar* A, Cherkaoui S, Kobbane A. (2019). A Resources Representation for Resource Allocation in Fog Computing Networks. Proceedings of IEEE Globecom 2019, 1-6. (Article publié).
  • Moudoud* H, Cherkaoui S, Khoukhi L. (2019). An IoT Blockchain Architecture Using Oracles and Smart Contracts: The Use-Case of a Food Supply Chain. Proceedings of IEEE PIMRC 2019, 1-6. (Article publié).
  • Arfaoui* A, Cherkaoui S, Kribech A, Senouci S.M, Hamdi M. (2019). Context-Aware Adaptive Authentication And Authorization in Internet of Things. Proceeding of IEEE ICC 2019, 1-6. (Article publié).
  • Dambri* O A, Abouaomar* A, Cherkaoui S. (2019). Design Optimization of a MIMO Receiver for Diffusion-based Molecular Communication. Proceedings of IEEE WCNC 2019, 14-18. (Article publié).
  • Dambri* A O, Abouaomar* A, Cherkaoui S. (2019). Design and Evaluation of Self-Assembled Actin-Based Nano-Communication. Proceedings of IWCMC 2019, IEEE, 208-213. (Article publié).
  • Filali* A, Cherkaoui S, Kobbane A. (2019). Prediction-based switch migration scheduling for SDN load balancing. Proceedings of IEEE ICC 2019, 1-6. (Article publié).
  • Dambri* O A, Cherkaoui S. (2018). Enhancing Signal Strength and ISI-Avoidance of Diffusion-based Molecular Communication. Proceedings of IWCMC 2018, IEEE, 1-6. (Article publié).
  • Abouaomar* A, Kobbane A, S. Cherkaoui. (2018). Matching-Game for User-Fog- Assignment. Proceedings of IEEE Globecom 2018, 1-6. (Article publié).
  • Filali* A, S. Cherkaoui S, Elmachkour M, Kobbane A. (2018). SDN Controller Assignment and Load Balancing with Minimum Quota of Processing Capacity. Proceedings of IEEE ICC 2018, 1-6. (Article publié).
  • Amine M, Walid A, Kobbane A, Cherkaoui S. (2017). A Many-to-Many Matching Game in Ultra-dense LTE HetNets. Proceedings of IWCMC 2017, IEEE, 1245-1250. (Article publié).
  • Rezgui *J, Cherkaoui S. (2017). An M2M Access Management Scheme for Electrical Vehicles. Proceedings of IEEE Globecom 2017, 1-6. (Article publié).
  • Baseri * Y, Hafid A, Togou M A, Cherkaoui S. (2017). Controlling Cloud Data Access Privilege: Cryptanalysis and Security Enhancement. Proceedings of IEEE PIMRC 2017, 1-5. (Article publié).
  • Bourass* A, Cherkaoui S, Khoukhi L. (2017). Intelligent Route Guidance for Electric Vehicles in the Smart Grid. Proceedings of IEEE Globecom 2017, 1-7. (Article publié).
  • Ngangue* Ndih E D, Cherkaoui S. (2017). MAP:Contention-Free MAC protocol for VANETs with PLNC. Proceedings of IEEE ICC 2017, 1-7. (Article publié).
  • Bourass* A, Cherkaoui A, Khoukhi L. (2017). Secure Communication Scheme for Electric Vehicles in the Smart Grid. Proceedings of IEEE Globecom 2017, 1-5. (Article publié).
  • Bourass* A, Cherkaoui A, L. Khoukhi. (2017). Smart Charge Scheduling for EVs based on Two-Way Communication. Proceedings of IEEE ICC 2017, 1-6. (Article publié).
  • Azizian* M, Cherkaoui S, Hafid A. (2016). A Distributed Cluster Based Transmission Scheduling in VANET. Proceedings of IEEE ICC 2016, 1-6. (Article publié).
  • Azizian* M, Cherkaoui* S, Hafid A. (2016). A Distributed D-hop Cluster Formation for VANET. Proceedings of IEEE WCNC 2016, 1-6. (Article publié).
  • Ngangue* Ndih E D, Cherkaoui S. (2016). Adaptive 802.15.4 Backoff Procedure to Survive Coexistence with 802.11 in Extreme Conditions. Proceedings of IEEE CCNC 2016, 556-561. (Article publié).
  • Azizian * M, Cherkaoui S, Hafid A. (2016). DCEV:A Distributed Cluster Formation for VANET Based on End-to-End Relative Mobility. Proceedings of IWCMC 2016, IEEE, 287-291. (Article publié).
  • Sahoo* P K, Hafid A, Sahu* J, Cherkaoui S. (2016). E-NC: PSO based Enforced Network Coding in Vehicular Networks. Proceedings of IEEE CCNC 2016, 1012-1017. (Article publié).
  • Baseri* Y, Hafid A, Cherkaoui S. (2016). K-anonymous Location-based Fine-grained Access Control for Mobile Cloud. Proceedings of IEEE CCNC 2016, 720-725. (Article publié).
  • Azizian* M, Cherkaoui S, Hafid A. (2016). Link Activation with Parallel Interference Cancellation in Multi-hop VANET. Proceedings of IEEE VISIT 2016, 1-5. (Article publié).
  • Chakroun* O, Cherkaoui S. (2016). Reducing Energy Consumption for Reconfiguration in Cloud Data Centers. Proceedings of IEEE VTC Fall 2016, 1-6. (Article publié).
  • Chakroun* O, Cherkaoui S. (2016). Resource Allocation for Delay Sensitive Applications in Mobile Cloud Computing. Proceedings of IEEE LCN 2016, 615-618. (Article publié).
  • Chaabouni N, Hafid A, Rezgui J, Cherkaoui S. (2016). Setting up an extended perception in a vehicular network environment: A proof of concept. Proceedings of IEEE WCNC 2016, 1-7. (Article publié).
  • Chakroun* O, Cherkaoui. (2016). Studying the Impact of DSRC Penetration Rate on Lane Changing Advisory Application. Proceedings of IEEE ICC 2016, 1-6. (Article publié).
  • Said* D, Cherkaoui S, Khoukhi L. (2015). Guidance Model for EV Charging Service. Proceedings of IEEE ICC 2015, 5765-5770. (Article publié).
  • Sahoo* J, Cherkaoui S, Hafid A. (2015). Hierarchical Aggregation for Delay-Sensitive Vehicular Sensing. Proceedings of IWCMC 2015, IEEE, 1365-1370. (Article publié).
  • Azizian* M, Ngangue Ndih* E D, Cherkaoui S. (2015). Improved Multi-Channel Operation for Safety Messages Dissemination in Vehicular Networks. Proceedings of DIVANet, ACM, 81-85. (Article publié).
  • Sahoo* P K, Hafid A, Cherkaoui S. (2015). M-PNC: Multi-Hop Physical Layer Network Coding for Shared Paths in Vehicular Networks. Proceedings of IWCMC 2015, IEEE, 274-279. (Article publié).
  • Minayi* A, Cherkaoui S, Hafid A. (2015). On Channel Reuse for Cloud Network Users. Proceedings of IEEE Globecom 2015, 1-6. (Article publié).

Propriétés intellectuelles

Brevets

  • Cherkaoui S, Chakroun* O, Abid* M A. (2016). Collision Avoidance In Vehicular Networks. Patent no 9340154B2, United States Patent and Trademark Office (USPTO). États-Unis. (Délivré).

Autres contributions

Gestion d'évènements

  • Steering Committee Member. (2020-2025). IEEE LCN 2020. (Conférence).
  • Symposium Co-Chair. (2021). IEEE ICC 2021. (Conférence).
  • General Chair. (2019). IEEE LCN 2019. (Conférence).
  • Symposium Co-Chair. (2018). IEEE Globecom 2018. (Conférence).
  • Program Chair. (2018). IEEE LCN 2018. (Conférence).
  • Symposium Co-Chair. (2018). IEEE ICC 2018. (Conférence).
  • TPC Co-Chair. (2017). IEEE LCN 2017. (Conférence).
  • TPC Co-Chair. (2017). IEEE DCOSS 2017. (Conférence).
  • Publicity Co-Chair. (2016). IEEE LCN 2016. (Conférence).
  • Chair. (2016). NOTERE 2016. (Conférence).
  • Symposium Co-chair. (2015). IEEE Globecom 2015. (Conférence).
  • Publications Chair. (2015). IEEE LCN 2015. (Conférence).

Présentations

  • Cherkaoui S. (2021). Recent Advances in Mobile Edge Learning. Spring 2021 Virtual Distinguished Lectures at Texas A&M University. Kingsville, États-Unis.
  • (2020). Enabling Machine Learning at the Edge. IEEE International Symposium on Networks, Computers and Communications (ISNCC 2020). Montreal, Canada.
  • (2020). New frontiers for Vehicular Communications in 6G and Beyond. International Conference on Communications, Signal Processing and their Applications (ICCSPA 2020). Sharjah, Émirats Arabes Unis.
  • (2019). 5G Vehicular Communications: Key enablers and Opportunities. IEEE 5G-IoT Summit. Tangier, Maroc.
  • Förster A, Reitsma K. (2019). Bridging the Gap Between Research and Engineering. N2Women, IEEE LCN 2019. Osnabrück, Allemagne.
  • (2019). Securing the 5G Internet of Vehicles. 12th International Symposium on Foundations & Practice of Security (FPS 2019). Toulouse, France.
  • (2018). 5G Vehicular Communications: Key enablers and Opportunities. IEEE 5G Summit. Marrakech, Maroc.
  • (2018). A Connected World: Challenges and Opportunities in Overcoming the IoT Datastorm. Science Atlantic Conference. Moncton, Canada.
  • Lampron, France; Theoret, Jonathan. (2018). Infrastructures for Autonomous Electric Vehicles. KHEOPS Summit. Montréal, Canada.
  • (2018). Integration of Intelligent Connected Vehicles to the Cloud. Research Day of FRQNT. Quebec, Canada.
  • (2018). The Future of Mobility. Win Event. Montreal, Canada.
  • (2017). From the Automated Vehicle to the Autonomous Vehicle. Workshop on Autonomous Vehicles and Intelligent Transportation. Valenciennes, France.