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Application of Data Mining in the 5G Network Architecture

Authors:
Alexandros Kaloxylos

Keywords: 5G cellular networks; data mining; control functions optimizations

Abstract:
Data mining is considered to be one of the key enablers for the next generation of mobile networks. The building of knowledge models is expected to tackle the complexity of these networks and enable their dynamic management and operation. Recently, this research area has attracted a lot of interest and several models have been proposed by the research community. This paper provides a brief survey of these efforts and captures the latest status in 3GPP. It also provides a detailed description of which information needs to be collected by network components, so as to be analyzed by a data mining scheme. Finally, it quantifies the amount of information that is required to be reported to the data mining engine.

Pages: 39 to 44

Copyright: Copyright (c) IARIA, 2018

Publication date: April 22, 2018

Published in: conference

ISSN: 2308-3964

ISBN: 978-1-61208-623-1

Location: Athens, Greece

Dates: from April 22, 2018 to April 26, 2018