AI for Wireless Network Optimization: Challenges and Opportunities

M Abusubaih - The Smart Cyber Ecosystem for Sustainable …, 2021 - Wiley Online Library
Summary Nowadays, Artificial Intelligence (AI) and Machine Learning (ML) are gaining
increased attention. The huge amount of information coupled with a plethora of multimedia …

Fault Prediction for Heterogeneous Networks using Machine Learning: a Survey

K Murphy, C Lepers - Authorea Preprints, 2023 - techrxiv.org
This manuscript provides a survey of Network Fault Prediction using Machine Learning from
the years 1997 to 2021. Operational elements from the industry are shared to provide …

A deep learning framework for BGP anomaly detection and classification

PCR Fonseca - 2019 - tede.ufam.edu.br
The Border Gateway Protocol (BGP) is the default Internet routing protocol that manages
connectivity among Autonomous Systems (ASes). Although BGP disruptions are rare when …

Proactive Self-Healing Analysis-Framework Based on Discrete-Time Markov Decision Process in 5G Network and beyond

S Nikmanesh, M Akbari, R Joda - 2018 9th International …, 2018 - ieeexplore.ieee.org
Future cellular network especially 5G needs to be efficient, reliable and agile to meet the
targeted performance requirements. Considering the density and complexity anticipated for …

Predictive Analysis of Cellular Networks: A Survey

N Rajule, R Menon, A Kulkarni - Metaheuristic Algorithms in …, 2021 - taylorfrancis.com
218With a rapid increase in Internet-connected mobile devices, there is a remarkable
increase in volume of mobile cellular traffic data. With anytime anywhere vision of the …

[HTML][HTML] Сбор данных о работе оборудования в сети мобильного оператора связи

СБ Жанаева - Вестник СибГУТИ, 2022 - cyberleninka.ru
Операторы мобильной сети передачи данных с ростом количества оборудования
сталкиваются с увеличивающейся сложностью эксплуатации и растущими затратами …

[PDF][PDF] Performance investigation of OFDM-based software-defined optical network

MMA Al-Sammak, R Fyath - International Journal of Networks and …, 2018 - academia.edu
This paper investigates the performance of the Software-Defined Optical Network (SDON)
based on the Bandwidth Variable Transceiver (BVT). The proposed SDON controlling …

Artificial intelligence-based anomaly detection for the efficient management and security of the future cellular networks

B Hussain - 2021 - theses.lib.polyu.edu.hk
Existing communication systems are getting more intricate and a morass to manage which is
galvanized by ever-increasing network capacity demand, device density, and the data traffic …

ВЕСТНИК СИБГУТИ

СБ ЖАНАЕВА - ВЕСТНИК СИБГУТИ Учредители: Сибирский …, 2022 - elibrary.ru
Операторы мобильной сети передачи данных с ростом количества оборудования
сталкиваются с увеличивающейся сложностью эксплуатации и растущими затратами …

5G traffic forecasting through the use of social networks in a realistic scenario

DF Sarmiento Henriquez - 2021 - upcommons.upc.edu
Social networks have marked a before and after in data management. The exponential
increase in the amount of information online in recent years is undeniable. New tools and …