Machine Reasoning in FCAPS: Towards Enhanced Beyond 5G Network Management
A Mekrache, A Ksentini… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
The increasing complexity of telecommunication networks has highlighted the need for
robust network management frameworks. One such framework is FCAPS, which …
robust network management frameworks. One such framework is FCAPS, which …
Zero-touch networks: Towards next-generation network automation
The Zero-touch network and Service Management (ZSM) framework represents an
emerging paradigm in the management of the fifth-generation (5G) and Beyond (5G+) …
emerging paradigm in the management of the fifth-generation (5G) and Beyond (5G+) …
Operationalizing AI in Future Networks: A Bird's Eye View from the System Perspective
Modern Artificial Intelligence (AI) technologies, led by Machine Learning (ML), have gained
unprecedented momentum over the past decade. Following this wave of``AI summer'', the …
unprecedented momentum over the past decade. Following this wave of``AI summer'', the …
LiTE4DCB: A Lightweight Throughput Estimation for Heterogeneous Dynamic Channel Bonding WLANs Based on Continuous-Time Markov Chain
HNQ Hoang, DH Kim, JD Kim - IEEE Access, 2024 - ieeexplore.ieee.org
Dynamic Channel Bonding (DCB) is a channel access scheme of Channel Bonding (CB) in
IEEE 802.11 n/ac Wireless Local Area Network (WLAN) that allows devices to dynamically …
IEEE 802.11 n/ac Wireless Local Area Network (WLAN) that allows devices to dynamically …
Reinforcement-Learning based routing for packet-optical networks with hybrid telemetry
This article provides a methodology and open-source implementation of Reinforcement
Learning algorithms for finding optimal routes in a packet-optical network scenario. The …
Learning algorithms for finding optimal routes in a packet-optical network scenario. The …
Design and Implementation of Mini Programs that Integrate Foreign Trade English Video Learning Resources
Z Yuyan - … International Conference on Network, Multimedia and …, 2023 - ieeexplore.ieee.org
Due to the crucial role played by the design of mini programs in foreign trade English video
learning, there is a problem of concentrated and fragmented learning resources. Ordinary …
learning, there is a problem of concentrated and fragmented learning resources. Ordinary …