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08/18/2023
Leveraging Large Language Models for DRL-Based Anti-Jamming Strategies in Zero Touch Networks
As the dawn of sixth-generation (6G) networking approaches, it promises ...
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09/21/2022
An NWDAF Approach to 5G Core Network Signaling Traffic: Analysis and Characterization
Data-driven approaches and paradigms have become promising solutions to ...
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08/08/2022
A Model Drift Detection and Adaptation Framework for 5G Core Networks
The advent of Fifth Generation (5G) and beyond 5G networks (5G+) has rev...
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05/30/2022
Towards Supporting Intelligence in 5G/6G Core Networks: NWDAF Implementation and Initial Analysis
Wireless networks, in the fifth-generation and beyond, must support dive...
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02/19/2021
Making a Case for Federated Learning in the Internet of Vehicles and Intelligent Transportation Systems
With the incoming introduction of 5G networks and the advancement in tec...
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08/03/2020
The Need for Advanced Intelligence in NFV Management and Orchestration
With the constant demand for connectivity at an all-time high, Network S...
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06/15/2020
A Machine Learning-Based Migration Strategy for Virtual Network Function Instances
With the growing demand for data connectivity, network service providers...
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06/02/2020
Depth-Optimized Delay-Aware Tree (DO-DAT) for Virtual Network Function Placement
With the constant increase in demand for data connectivity, network serv...
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01/13/2020