OLRAMT-DEC: Online Learning-Based Resource Allocation for AI Model Training in a Device-Edge-Cloud Continuum. - Menna Helmy; Noor Khial; Elias Yaacoub; Amr Mohamed 001 (GCAIoT, 2024)

Cross-Organ Investigation of Tumor Histological Features Similarities Using Transfer Learning: A Case Study on Breast and Colorectal Tumors. - Menna Helmy; Rafif Al-Saady (ISPR (3), 2024)

Slicing for AI: An Online Learning Framework for Network Slicing Supporting AI Services. - Menna Helmy; Alaa Awad Abdellatif; Naram Mhaisen; Amr Mohamed 001; Aiman Erbad (CoRR, 2024)

Learn to Slice, Slice to Learn: Unveiling Online Optimization and Reinforcement Learning for Slicing AI Services. - Amr Abo-eleneen; Menna Helmy; Alaa Awad Abdellatif; Aiman Erbad; Amr Mohamed 001; Mohamed M. Abdallah 001 (CoRR, 2024)