Mobile cellular network operators spend nearly a quarter of their revenue on network
management and maintenance. Incidentally, a significant proportion of that budget is spent …

Broadband connectivity and mobile technology have been widely applied in the world. With
these advanced technologies, the proliferation of smart devices and their applications by …

How to accurately detect Key Performance Indicator (KPI) anomalies is a critical issue in
cellular network management. We present CellPAD, a unified performance anomaly …

With the advent of IoT and the seamless advent of the ubiquitous network using the 5G
technologies, the ability to provide a continuous service is the requirement of every Internet …

Anomaly Detection (AD) is a promising new approach for quality control in eg operational
telecommunications and data networks. In this paper we have applied Supervised Machine …

Self-organizing network (SON) is a well-known approach to reduce the complexity and the
cost of cellular network management. It aims at replacing the manual configuration and …

Diminishing viability of manual fault diagnosis in the increasingly complex emerging cellular
network has motivated research towards artificial intelligence (AI)-based fault diagnosis …

The concept known as Self-Organizing Networks (SON) has been developed for modern
radio networks that deliver mobile broadband capabilities. In such highly complex and …

Anomaly detection can show significant behavior changes in the cellular mobile network. It
can explain much important missing information and which can be monitored using …

In this paper, we suggest a new research direction and a future vision for Self-Healing (SH)
in Self-Organizing Networks (SONs). The problem we wish to solve is that traditional SH …