276 results on '"Ksentini, A."'
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2. SDN-based L4S Congestion Control in Beyond 5G.
3. On Using the Edge Application Server Discovery Function to Enforce Edge Computing in 5G Networks and Beyond.
4. LLM-enabled Intent-driven Service Configuration for Next Generation Networks.
5. Leveraging LLMs to eXplain DRL Decisions for Transparent 6G Network Slicing.
6. Case study of WebAssembly Runtimes for AI Applications on the Edge.
7. On the benefits and caveats of exploiting Quality on Demand Network APIs for video streaming.
8. Demonstration of a Compositional Learning Framework for Open and Disaggregated Optical Network Control.
9. Machine Learning in FCAPS: Toward Enhanced Beyond 5G Network Management.
10. Intent-Based Management of Next-Generation Networks: an LLM-Centric Approach.
11. Resource Demand Prediction for Network Slices in 5G Using ML Enhanced With Network Models.
12. Cloud native Lightweight Slice Orchestration (CLiSO) framework.
13. Securing IIoT applications in 6G and beyond using adaptive ensemble learning and zero-touch multi-resource provisioning.
14. Cost-efficient RAN slicing for service provisioning in 5G/B5G.
15. Split Federated Learning for 6G Enabled-Networks: Requirements, Challenges, and Future Directions.
16. Multi-Agent Deep Reinforcement Learning to Enable Dynamic TDD in a Multi-Cell Environment.
17. XAI-Enabled Fine Granular Vertical Resources Autoscaler.
18. SDN Framework for QoS provisioning and latency guarantee in 5G and beyond.
19. Admission Control with Resource Efficiency Using Reinforcement Learning in Beyond-5G Networks.
20. 6G-BRICKS: Developing a Modern Experimentation Facility for Validation, Testing and Showcasing of 6G Breakthrough Technologies and Devices.
21. Dynamic Drift-Adaptive Ensemble-Based Quality of Transmission Classification Framework in OTN.
22. 6G-BRICKS: Building Reusable Testbed Infrastructures for Cloud-to-Device Breakthrough Technologies.
23. Federated Deep Reinforcement Learning-Based Task Offloading System in Edge Computing Environment.
24. Combining Network Data Analytics Function and Machine Learning for Abnormal Traffic Detection in Beyond 5G.
25. GNN-Based SDN Admission Control in Beyond 5G Networks.
26. On using Deep Reinforcement Learning to balance Power Consumption and Latency in 5G NR.
27. On Demand Bandwidth Boost: Improving video streaming over cellular networks with Network APIs.
28. Federated Machine Reasoning for Resource Provisioning in 6G O-RAN.
29. On enabling 5G Dynamic TDD by leveraging Deep Reinforcement Learning and O-RAN.
30. Deep Reinforcement Learning-aided Fragmentation-aware RMSA Path Computation Engine for Open Disaggregated Transport Networks.
31. Open Disaggregated Optical Network Control with Network Management as Code.
32. Zero-Touch Security Management for mMTC Network Slices: DDoS Attack Detection and Mitigation.
33. Cost-efficient slicing in virtual Radio Access Networks.
34. Machine Learning for Service Migration: A Survey.
35. Toward Securing Federated Learning Against Poisoning Attacks in Zero Touch B5G Networks.
36. A MEC-Based Architecture to Secure IoT Applications using Federated Deep Learning.
37. Characterizing the Computational and Memory Requirements of Virtual RANs.
38. Availability and Latency Aware Deployment of Cloud Native Edge Slices.
39. On using Deep Reinforcement Learning to reduce Uplink Latency for uRLLC services.
40. A Trust and Explainable Federated Deep Learning Framework in Zero Touch B5G Networks.
41. Lightweight edge Slice Orchestration Framework.
42. Radio Resource Management in Multi-numerology 5G New Radio featuring Network Slicing.
43. Hybrid query expansion using linguistic resources and word embeddings.
44. Microservices Configurations and the Impact on the Performance in Cloud Native Environments.
45. Toward Zero-Touch Management and Orchestration of Massive Deployment of Network Slices in 6G.
46. When Federated Learning Meets Game Theory: A Cooperative Framework to Secure IIoT Applications on Edge Computing.
47. NRflex: Enforcing network slicing in 5G New Radio.
48. A Scalable Monitoring Framework for Network Slicing in 5G and Beyond Mobile Networks.
49. On Using Physical Programming for Multi-Domain SFC Placement With Limited Visibility.
50. A 5G Facility for Trialing and Testing Vertical Services and Applications.
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