75 citations · 171 across the 20 of their papers we have counts for
3 papers · 1 filter
An NWDAF Approach to 5G Core Network Signaling Traffic: Analysis and Characterization
Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
Data-driven approaches and paradigms have become promising solutions to efficient network performances through optimization. These approaches focus on state-of-the-art machine lear…
A Model Drift Detection and Adaptation Framework for 5G Core Networks
Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
The advent of Fifth Generation (5G) and beyond 5G networks (5G+) has revolutionized the way network operators consider the management and orchestration of their networks. With an i…
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…