Zero-touch networks: Towards next-generation network automation

M El Rajab, L Yang, A Shami - Computer Networks, 2024 - Elsevier
The Zero-touch network and Service Management (ZSM) framework represents an
emerging paradigm in the management of the fifth-generation (5G) and Beyond (5G+) …

Fault prediction for heterogeneous telecommunication networks using machine learning: a survey

K Murphy, A Lavignotte, C Lepers - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Recently Network Fault Prediction (NFP) has arisen new scientific interest. The ability to
predict network equipment failure is increasingly identified as an effective tool to improve …

A critical review of Optimization MANET routing protocols

R Al Ogaili, AH Alsaeedi, SS Alkafagi… - Wasit Journal of …, 2022 - wjcm.uowasit.edu.iq
The main challenges in routing protocols are node mobility, resource constraints, error-
prone channel states, and problems with hidden and unprotected terminals. This article …

RUCIB: a novel rule-based classifier based on BRADO algorithm

I Morovatian, A Basiri, S Rezaei - Computing, 2024 - Springer
Classification is a widely used supervised learning technique that enables models to
discover the relationship between a set of features and a specified label using available …

[HTML][HTML] A Delay-Tolerant low-duty cycle scheme in wireless sensor networks for IoT applications

S Singh, V Anand, PK Bera - International Journal of Cognitive Computing …, 2023 - Elsevier
Energy efficiency is an existing research challenge in wireless sensor networks (WSNs); to
make WSNs energy efficient, many researchers moved to low-duty cycle WSNs with different …

Traffic Prediction with Network Slicing in 5G: A Survey

D Kulkarni, M Venkatesan… - 2023 Third International …, 2023 - ieeexplore.ieee.org
In modern communication systems there are heterogeneous service request from the
applications like mobile devices, virtual reality, automatic driving cars, IoT devices. These …

Fast and Accurate Root Cause Analysis Based on Signalling Messages for 5G Networks

Z Guo, J Sun, J Fu, L Yuan, S Zhuang… - ICASSP 2024-2024 …, 2024 - ieeexplore.ieee.org
The ever-increasing complexity and scale of 5G communication networks pose huge
challenges to network operations. Root cause analysis is considered as a promising method …

Enhancement of voice quality and system capacity by error detection and correction method in wireless digital communication

S Kahkeshan, Z Homavazir - 2023 IEEE 4th Annual Flagship …, 2023 - ieeexplore.ieee.org
Error detection and correction are critical components of any wireless digital communication
system. In wireless digital communication, an error detection and correction method is used …

A study on routing metrics to improve the quality of service in MANET environment

CS Kumar, NS Rao… - MATEC Web of …, 2024 - matec-conferences.org
MANETs, infrastructure-free, multi-hop networks with an in height grade of complexity and
dispersed nodes. Without a permanent and dedicated infrastructure, a node can …

[PDF][PDF] A Critical Review of Optimization MANET Routing Protocols

RR Nuiaa, AH Alsaeedi, SS Alkafagi… - Wasit Journal of …, 2022 - academia.edu
The main challenges in routing protocols are node mobility, resource constraints, error-
prone channel states, and problems with hidden and unprotected terminals. This article …