2 citations · 2 across the 5 of their papers we have counts for
6 papers
Towards Supporting Intelligence in 5G/6G Core Networks: NWDAF Implementation and Initial Analysis
Ali Chouman, Dimitrios Michael Manias, Abdallah Shami
Wireless networks, in the fifth-generation and beyond, must support diverse network applications which will support the numerous and demanding connections of today's and tomorrow's…
Making a Case for Federated Learning in the Internet of Vehicles and Intelligent Transportation Systems
Dimitrios Michael Manias, Abdallah Shami
With the incoming introduction of 5G networks and the advancement in technologies, such as Network Function Virtualization and Software Defined Networking, new and emerging network…
The Need for Advanced Intelligence in NFV Management and Orchestration
Dimitrios Michael Manias, Abdallah Shami
With the constant demand for connectivity at an all-time high, Network Service Providers (NSPs) are required to optimize their networks to cope with rising capital and operational…
A Machine Learning-Based Migration Strategy for Virtual Network Function Instances
Dimitrios Michael Manias, Hassan Hawilo, Abdallah Shami
With the growing demand for data connectivity, network service providers are faced with the task of reducing their capital and operational expenses while simultaneously improving n…
Depth-Optimized Delay-Aware Tree (DO-DAT) for Virtual Network Function Placement
Dimitrios Michael Manias, Hassan Hawilo, Manar Jammal +1
With the constant increase in demand for data connectivity, network service providers are faced with the task of reducing their capital and operational expenses while ensuring cont…
Machine Learning for Performance-Aware Virtual Network Function Placement
Dimitrios Michael Manias, Manar Jammal, Hassan Hawilo +4
With the growing demand for data connectivity, network service providers are faced with the task of reducing their capital and operational expenses while simultaneously improving n…