3 papers
cs.NI2024
Learn to Slice, Slice to Learn: Unveiling Online Optimization and Reinforcement Learning for Slicing AI Services
Amr Abo-eleneen, Menna Helmy, Alaa Awad Abdellatif +3
In the face of increasing demand for zero-touch networks to automate network management and operations, two pivotal concepts have emerged: "Learn to Slice" (L2S) and "Slice to Lear…
cs.RO2024
PDSR: Efficient UAV Deployment for Swift and Accurate Post-Disaster Search and Rescue
Alaa Awad Abdellatif, Ali Elmancy, Amr Mohamed +3
This paper introduces a comprehensive framework for Post-Disaster Search and Rescue (PDSR), aiming to optimize search and rescue operations leveraging Unmanned Aerial Vehicles (UAV…
cs.NI2024
Slicing for AI: An Online Learning Framework for Network Slicing Supporting AI Services
Menna Helmy, Alaa Awad Abdellatif, Naram Mhaisen +2
The forthcoming 6G networks will embrace a new realm of AI-driven services that requires innovative network slicing strategies, namely slicing for AI, which involves the creation o…