Add to ORKGThe evolution of network technologies has witnessed a paradigm shift toward open and intelligent networks, with the Open Radio Access Network (O-RAN) architecture emerging as a promising solution. O-RAN introduces disaggregation and virtualization, enabling network operators to deploy multi-vendor and interoperable solutions. However, managing and automating the complex O-RAN ecosystem presents numerous challenges. To address this, machine learning (ML) techniques have gained considerable attention in recent years, offering promising avenues for network automation in O-RAN. This paper presents a comprehensive survey of the current research efforts on network automation usingML in O-RAN.We begin by providing an overview of the O-RAN architec...
The growing network density and unprecedented increase in network traffic, caused by the massively e...
The growing network density and unprecedented increase in network traffic, caused by the massively e...
The O-RAN Alliance is a worldwide effort to reach new levels of openness in next-generation virtuali...
The evolution of network technologies has witnessed a paradigm shift toward open and intelligent net...
Driven by the emerging trend for transparent, open and programmable communications, Open Radio Acces...
Driven by the emerging trend for transparent, open and programmable communications, Open Radio Acces...
Automation of Radio Access Network (RAN) operation is a fundamental feature to manage sustainable an...
Abstract Machine Learning (ML) has been enjoying an unprecedented surge in applications that solve p...
This tutorial seeks to outline the proposed Open Radio Access Network (O-RAN) deployment for Fifth g...
The goal of this paper is to demonstrate the implementation of technological solutions that will ena...
The growing network density and unprecedented increase in network traffic, caused by the massively e...
Communication networks are expanding rapidly and becoming increasingly complex. As a consequence, th...
Lots of hopes have been placed on machine learning (ML) as a key enabler of future wireless networks...
51 pagesThe application of machine learning (ML) to mitigate network-related problems continues to p...
The Open Radio Access Network (RAN) and its embodiment through the O-RAN Alliance specifications are...
The growing network density and unprecedented increase in network traffic, caused by the massively e...
The growing network density and unprecedented increase in network traffic, caused by the massively e...
The O-RAN Alliance is a worldwide effort to reach new levels of openness in next-generation virtuali...
The evolution of network technologies has witnessed a paradigm shift toward open and intelligent net...
Driven by the emerging trend for transparent, open and programmable communications, Open Radio Acces...
Driven by the emerging trend for transparent, open and programmable communications, Open Radio Acces...
Automation of Radio Access Network (RAN) operation is a fundamental feature to manage sustainable an...
Abstract Machine Learning (ML) has been enjoying an unprecedented surge in applications that solve p...
This tutorial seeks to outline the proposed Open Radio Access Network (O-RAN) deployment for Fifth g...
The goal of this paper is to demonstrate the implementation of technological solutions that will ena...
The growing network density and unprecedented increase in network traffic, caused by the massively e...
Communication networks are expanding rapidly and becoming increasingly complex. As a consequence, th...
Lots of hopes have been placed on machine learning (ML) as a key enabler of future wireless networks...
51 pagesThe application of machine learning (ML) to mitigate network-related problems continues to p...
The Open Radio Access Network (RAN) and its embodiment through the O-RAN Alliance specifications are...
The growing network density and unprecedented increase in network traffic, caused by the massively e...
The growing network density and unprecedented increase in network traffic, caused by the massively e...
The O-RAN Alliance is a worldwide effort to reach new levels of openness in next-generation virtuali...