The Metaverse: Survey, Trends, Novel Pipeline Ecosystem & Future Directions

no code implementations • 18 Apr 2023 • Hani Sami, Ahmad Hammoud, Mouhamad Arafeh, Mohamad Wazzeh, Sarhad Arisdakessian, Mario Chahoud, Osama Wehbi, Mohamad Ajaj, Azzam Mourad, Hadi Otrok, Omar Abdel Wahab, Rabeb Mizouni, Jamal Bentahar, Chamseddine Talhi, Zbigniew Dziong, Ernesto Damiani, Mohsen Guizani

To address these issues, we present in this survey a novel multi-layered pipeline ecosystem composed of (1) the Metaverse computing, networking, communications and hardware infrastructure, (2) environment digitization, and (3) user interactions.

Business Ethics Cultural Vocal Bursts Intensity Prediction

Warmup and Transfer Knowledge-Based Federated Learning Approach for IoT Continuous Authentication

no code implementations • 10 Nov 2022 • Mohamad Wazzeh, Hakima Ould-Slimane, Chamseddine Talhi, Azzam Mourad, Mohsen Guizani

Most of the literature focuses on training machine learning for the user by transmitting their data to an external server, subject to private user data exposure to threats.

Federated Learning Transfer Learning