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ThinkMind // International Journal On Advances in Telecommunications, volume 11, numbers 3 and 4, 2018 // View article tele_v11_n34_2018_1


Data Analytics for 5G Networks: A Complete Framework for Network Access Selection and Traffic Steering

Authors:
Sokratis Barmpounakis
Alexandros Kaloxylos
Panagiotis Spapis
Panagis Magdalinos
Nancy Alonistioti
Chan Zhou

Keywords: 5G cellular networks; data analytics; traffic steering; mobility management.

Abstract:
Data analytics has been widely accepted as a key enabler for 5G cellular networks. They can be applied in order to improve the performance of several mechanisms ranging from network management and traffic engineering to radio access network selection and traffic steering. Towards this end, this paper presents three supplementary mechanisms and provides a mapping of the required new functional entities into the latest version of the 5G architecture as specified by 3GPP. Additionally, it evaluates the performance of one of the mechanisms that targets the minimization of the information collected and used by the data analytics engine. All in all, this paper provides a holistic framework based on the use of data analytics that addresses several key 5G-oriented, resource management and traffic steering challenges.

Pages: 101 to 114

Copyright: Copyright (c) to authors, 2018. Used with permission.

Publication date: December 30, 2018

Published in: journal

ISSN: 1942-2601

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