2026-06-01T04:22:10Zhttps://riuma.uma.es/rest/oai/requestoai:riuma.uma.es:10630/302172026-02-03T11:11:42Zcom_10630_2254col_10630_37953
RIUMA. Repositorio Institucional de la Universidad de Málaga
author
García, Antonio J.
author
Toril-Genovés, Matías
author
Oliver, Pablo
author
Luna-Ramírez, Salvador
author
García-Escobar, Rafael
2024-02-08T18:04:39Z
2024-02-08T18:04:39Z
2019-08-01
A. J. Garcia, M. Toril, P. Oliver, S. Luna-Ramirez and R. Garcia, "Big Data Analytics for Automated QoE Management in Mobile Networks," in IEEE Communications Magazine, vol. 57, no. 8, pp. 91-97, August 2019, doi: 10.1109/MCOM.2019.1800374
https://hdl.handle.net/10630/30217
10.1109/MCOM.2019.1800374
Over the last years, there has been a significant increase in the number of services in mobile networks. This trend has forced operators to change their network management processes to ensure adequate user QoE, instead of adequate QoS.
As a result, customer experience management is now a critical task for mobile network operators, who demand tools for QoE monitoring on an individual user basis. With the latest advances in information technologies, the newest TMA solutions can leverage the huge amount of information available from network elements and interfaces in mobile networks. However, data processing algorithms in these tools are still to be defined. In this work, we review the shortcomings and challenges in the use of TMA applications in mobile networks, and how these can be empowered by big data analytics. For this purpose, a methodology to
validate a generic big-data-driven TMA framework with user terminal agents in a real cellular network is outlined. A use case is presented to show the potential and limitations of these applications for monitoring end-user QoE in a live LTE network.
spa
Sistemas de comunicaciones inalámbricos
Big Data Analytics for Automated QoE Management in Mobile Networks
journal article
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BDA for automated QoE management in mobile networks.pdf