halima elbiaze

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Publications (175)

• Joint VNF-FG Function Scaling and Topology Adaptation Using Deep Reinforcement Learning
  IEEE Transactions on Network Science and Engineering 2026 DOI: 10.1109/TNSE.2026.3682443
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• Optimizing Immersive Services With Parallel In-Network Rendering and Deep RL
  IEEE Transactions on Machine Learning in Communications and Networking 2026 DOI: 10.1109/TMLCN.2026.3666742
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• PAF-DMAO: A Privacy-Aware Federated Diffusion Framework for Multi-Agent Resource Orchestration in 6G NTN-V2X Networks
  Abegaz Mohammed Seid, Halima Elbiaze, Muhammet Hevesli +3 more
  IEEE Communications Standards Magazine 2026 DOI: 10.1109/MCOMSTD.2026.3698714
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• A Multi-Agent DRL-Based Dynamic Resource Allocation in O-RAN-Enabled TN-NTN Metaverse Services
  IEEE Transactions on Communications 2025 DOI: 10.1109/TCOMM.2025.3597810
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• A Green Multi-Attribute Client Selection for Over-The-Air Federated Learning: A Grey-Wolf-Optimizer Approach
  ACM Transactions on Modeling and Performance Evaluation of Computing Systems 2025 DOI: 10.1145/3706059
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• A Data-Driven Approach to Mitigate Evolving Volumetric Attacks in Programmable Networks
  IEEE Transactions on Machine Learning in Communications and Networking 2025 DOI: 10.1109/TMLCN.2025.3594659
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• Meeting Stringent QoS Requirements in AAV-Assisted Networks: Resource Allocation and AAVs Positioning
  IEEE Open Journal of the Communications Society 2025 DOI: 10.1109/OJCOMS.2025.3553108
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• Green grant-free power allocation for ultra-dense Internet of Things: A mean-field perspective
  Journal of Network and Computer Applications 2024 DOI: 10.1016/j.jnca.2024.103908
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• Adaptive In-Network Traffic Classifier: Bridging the Gap for Improved QoS by Minimizing Misclassification
  IEEE Open Journal of the Communications Society 2024 DOI: 10.1109/OJCOMS.2024.3351706
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• An Intelligent and Programmable Data Plane for QoS-Aware Packet Processing
  IEEE Transactions on Machine Learning in Communications and Networking 2024 DOI: 10.1109/TMLCN.2024.3475968
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• CASMaT: Characteristic-Aware SFC Mapping for Telesurgery Systems in Cloud-Edge Continuum
  IEEE Open Journal of the Communications Society 2024 DOI: 10.1109/OJCOMS.2024.3378088
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• Serve Yourself! Federated Power Control for AI-Native 5G and Beyond
  IEEE Networking Letters 2024 DOI: 10.1109/LNET.2024.3509792
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• DRL-Based Green Resource Provisioning for 5G and Beyond Networks
  IEEE Transactions on Green Communications and Networking 2023 DOI: 10.1109/TGCN.2023.3296646
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• Centralized and Collaborative RL-Based Resource Allocation in Virtualized Dynamic Fog Computing
  IEEE Internet of Things Journal 2023 DOI: 10.1109/JIOT.2023.3283143
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• Dynamic Joint VNF Forwarding Graph Composition and Embedding: A Deep Reinforcement Learning Framework
  IEEE Transactions on Network and Service Management 2023 DOI: 10.1109/TNSM.2023.3258192
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• VNF and CNF Placement in 5G: Recent Advances and Future Trends
  IEEE Transactions on Network and Service Management 2023 DOI: 10.1109/TNSM.2023.3264005
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• Traffic-Aware Mean-Field Power Allocation for Ultradense NB-IoT Networks
  IEEE Internet of Things Journal 2022 DOI: 10.1109/JIOT.2022.3182854
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• Agile roadmap for application‐driven Multi‐UAV networks: The case of COVID‐19
  IET Networks 2022 DOI: 10.1049/ntw2.12040
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• Towards Reliable Remote Health Monitoring in Fog Computing Networks
  IEEE Transactions on Network and Service Management 2022 DOI: 10.1109/TNSM.2022.3194806
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• Ensuring Profit and QoS When Dynamically Embedding Delay-Constrained ICN and IP Slices for Content Delivery
  IEEE Transactions on Network Science and Engineering 2022 DOI: 10.1109/TNSE.2021.3132556
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