Kobbane, Abdellatif

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 · 6 citations
   Computer Science · Engineering · #Software-Defined Networks and 5G #Full-Duplex Wireless Communications #Quantum-Dot Cellular Automata
2. A Comparative Evaluation of FedAvg and Per-FedAvg Algorithms for Dirichlet Distributed Heterogeneous Data
   2023/09/03 by Reguieg, Hamza, Hanjri, Mohammed El, Kamili, Mohamed El +1 · 4 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Probability (math.PR)
3. A Deep Reinforcement Learning Approach for Service Migration in MEC-enabled Vehicular Networks
   2022/01/27 by Abouaomar, Amine, Mlika, Zoubeir, Filali, Abderrahime +2 · 3 citations
   #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
4. 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 · 2 citations
   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
5. Federated Learning for Water Consumption Forecasting in Smart Cities
   2023/01/30 by Mohammed El Hanjri, Hanjri, Mohammed El, Hibatallah Kabbaj +5 · 2 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Smart Grid Energy Management #Smart Parking Systems Research
6. Efficient Collaborations through Weight-Driven Coalition Dynamics in Federated Learning Systems
   2024/01/22 by Hanjri, Mohammed El, Reguieg, Hamza, Attiaoui, Adil +3 · 2 citations
   #Computer Science and Game Theory (cs.GT) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
7. Resource Provisioning in Edge Computing for Latency Sensitive Applications
   2022/01/27 by Amine Abouaomar, Abouaomar, Amine, Soumaya Cherkaoui +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. A Resources Representation For Resource Allocation In Fog Computing Networks
   2022/01/27 by Abouaomar, Amine, Cherkaoui, Soumaya, Kobbane, Abdellatif +1 · 1 citation
   #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
9. Mean-Field Game and Reinforcement Learning MEC Resource Provisioning for SFC
   2022/01/27 by Abouaomar, Amine, Cherkaoui, Soumaya, Mlika, Zoubeir +1 · 1 citation
   #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
10. Vehicles Control: Collision Avoidance using Federated Deep Reinforcement Learning
    2023/08/04 by Elallid, Badr Ben, Abouaomar, Amine, Benamar, Nabil +1 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)