Soumaya Cherkaoui

1. Dynamic SDN-based Radio Access Network Slicing with Deep Reinforcement Learning for URLLC and eMBB Services
   2022/02/13 by Abderrahime Filali, Zoubeir Mlika, Filali, Abderrahime +5 · 4 citations
   Computer Science · Engineering · #Software-Defined Networks and 5G #Full-Duplex Wireless Communications #Quantum-Dot Cellular Automata
2. Federated Edge Learning : Design Issues and Challenges
   2020/08/31 by Afaf Taïk, Taïk, Afaf, Soumaya Cherkaoui +1 · 2 citations
   Computer Science · #Age of Information Optimization #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
3. Successive Data Injection in Conditional Quantum GAN Applied to Time Series Anomaly Detection
   2023/10/08 by Benjamin Kalfon, Soumaya Cherkaoui, Kalfon, Benjamin +7 · 3 citations
   Computer Science · #Neural Networks and Reservoir Computing #Anomaly Detection Techniques and Applications #Network Security and Intrusion Detection
4. A Network-based Compute Reuse Architecture for IoT Applications
   2021/04/08 by Boubakr Nour, Soumaya Cherkaoui, Nour, Boubakr +1 · 1 citation
   Computer Science · #IoT and Edge/Fog Computing #Cloud Computing and Resource Management #Caching and Content Delivery
5. Clustered Vehicular Federated Learning: Process and Optimization
   2022/01/27 by Afaf Taïk, Zoubeir Mlika, Taik, Afaf +3 · 1 citation
   Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Vehicular Ad Hoc Networks (VANETs) #Wireless Communication Security Techniques
6. Communication and Computation O-RAN Resource Slicing for URLLC Services Using Deep Reinforcement Learning
   2022/02/13 by Abderrahime Filali, Filali, Abderrahime, Boubakr Nour +5 · 1 citation
   Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Full-Duplex Wireless Communications #Network Security and Intrusion Detection #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #Software-Defined Networks and 5G #electronic engineering #information engineering
7. Resource Provisioning in Edge Computing for Latency Sensitive Applications
   2022/01/27 by Amine Abouaomar, Soumaya Cherkaoui, Abouaomar, Amine +5 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Age of Information Optimization #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI)
8. Multivariate Time Series Forecasting with Gate-Based Quantum Reservoir Computing on NISQ Hardware
   2025/10/15 by Wissal Hamhoum, Hamhoum, Wissal, Soumaya Cherkaoui +9 · 2 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Neural Networks and Applications #Neural Networks and Reservoir Computing #cs.ET #cs.LG
9. RF Spectrogram Anomaly Detection with Quantum Kitchen Sinks: Architecture, Representation, and Hardware Validation
   2026/07/15 by Abdallah Aaraba, Alexis Vieloszynski, Remon Polus +2
   #cs.LG