A survey of machine learning techniques applied to self-organizing cellular networks
In this paper, a survey of the literature of the past 15 years involving machine learning (ML)
algorithms applied to self-organizing cellular networks is performed. In order for future …
algorithms applied to self-organizing cellular networks is performed. In order for future …
Comprehensive survey on self-organizing cellular network approaches applied to 5G networks
Abstract Self-Organizing Network (SON) stands for a key concept characterizing the
behavior of the future mobile networks. The evolution of telecom infrastructures towards 5G …
behavior of the future mobile networks. The evolution of telecom infrastructures towards 5G …
A survey of 5G network systems: challenges and machine learning approaches
Abstract 5G cellular networks are expected to be the key infrastructure to deliver the
emerging services. These services bring new requirements and challenges that obstruct the …
emerging services. These services bring new requirements and challenges that obstruct the …
Availability model for data center networks with dynamic migration and multiple traffic flows
J Zhu, N Huang, J Wang, X Qin - IEEE Transactions on Network …, 2023 - ieeexplore.ieee.org
The evaluation of application availability is a crucial step in ensuring functionality of the data
center network (DCN). The application of data center network is no more a chain of physical …
center network (DCN). The application of data center network is no more a chain of physical …
Petri net-based reliability assessment and migration optimization strategy of SFC
L Rui, X Chen, Z Gao, W Li, X Qiu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the development of information technology, the network consists of various proprietary
hardware devices, and the use of these devices brings problems. To solve problems …
hardware devices, and the use of these devices brings problems. To solve problems …
A survey of self-coordination in self-organizing network
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 …
cost of cellular network management. It aims at replacing the manual configuration and …
Fault prediction and reliability analysis in a real cellular network
Today, the importance of cellular networks is ever-growing. The increasing complexity of
networks is expected to decrease reliability. In order to continue reliable operation in a cost …
networks is expected to decrease reliability. In order to continue reliable operation in a cost …
Estimating 5G network service resilience against short timescale traffic variation
5G networks are designed to create a new ecosystem for vertical industries such as health
care, energy, and public transport. These novel applications, on the other hand, bring new …
care, energy, and public transport. These novel applications, on the other hand, bring new …
Petri net-based model for 5g and beyond networks resilience evaluation
The promise of telecommunication networks to deliver more demanding and complex
applications requires them to become more flexible and efficient. To achieve better …
applications requires them to become more flexible and efficient. To achieve better …
Alarm prediction in cellular base stations using data-driven methods
The importance of cellular networks continuously increases as we assume ubiquitous
connectivity in our daily lives. As a result, the underlying core telecom systems have very …
connectivity in our daily lives. As a result, the underlying core telecom systems have very …