This paper surveys the literature relating to the application of machine learning to fault
management in cellular networks from an operational perspective. We summarise the main …

The field of multi-agent system (MAS) is an active area of research within artificial
intelligence, with an increasingly important impact in industrial and other real-world …

The exponential growth of Internet traffic gives no respite to the telecommunications industry
and is visibly shortening the life-cycle of the technologies used for core networking. To cope …

This paper introduces an intelligent system that performs alarm correlation and root cause
analysis. The system is designed to operate in large-scale heterogeneous networks from …

OVERVIEW: A survey of United Kingdom-based industrial companies has identified the
development of systems architectures and the use of a robust approach to integrated …

A network administrator's efficiency to manage a network decreases as the network
becomes more complex and heterogeneous. Managing large, heterogeneous networks …

As computer networks increase in size and complexity, managing them to ensure 24x7
uptime while meeting increasingly stringent Service Level Agreements (SLAs) and customer …

This research paper presents a swarm-intelligence based architecture for network
management of IP networks which attempts to alleviate the shortcomings of traditional …

Network Management System (NMS) plays an important role in networks to maintain the
best performance of a network. It employs variety of tools, applications, and devices in order …

Network managers today have major challenges in managing the complex enterprise
network. Though there are several network management tools out there to ease the task of a …