End-to-end KPI analysis in converged fixed-mobile networks
Document typeConference report
PublisherInstitute of Electrical and Electronics Engineers (IEEE)
Rights accessOpen Access
The independent operation of mobile and fixed network segments is one of the main barriers that prevents improving network performance while reducing capital expenditures coming from overprovisioning. In particular, a coordinated dynamic network operation of both network segments is essential to guarantee end-to-end Key Performance Indicators (KPI), on which new network services rely on. To achieve such dynamic operation, accurate estimation of end-to-end KPIs is needed to trigger network reconfiguration before performance degrades. In this paper, we present a methodology to achieve an accurate, scalable, and predictive estimation of end-to-end KPIs with sub-second granularity near real-time in converged fixed-mobile networks. Specifically, we extend our CURSA-SQ methodology for mobile network traffic analysis, to enable converged fixed-mobile network operation. CURSA-SQ combines simulation and machine learning fueled with real network monitoring data. Numerical results validate the accuracy, robustness, and usability of the proposed CURSA-SQ methodology for converged fixed-mobile network scenarios.
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CitationRuiz, M. [et al.]. End-to-end KPI analysis in converged fixed-mobile networks. A: International Conference on Transparent Optical Networks. "2020 22nd International Conference on Transparent Optical Networks (ICTON): July 19th-23rd, 2020: Bari, Italy". Institute of Electrical and Electronics Engineers (IEEE), 2020, p. 1-4. ISBN 978-1-7281-8424-1. DOI 10.1109/ICTON51198.2020.9203114.
- MAPS - Management, Pricing and Services in Next Generation Networks - Ponències/Comunicacions de congressos 
- GCO - Grup de Comunicacions Òptiques - Ponències/Comunicacions de congressos 
- Doctorat en Enginyeria Telemàtica - Ponències/Comunicacions de congressos 
- Departament d'Arquitectura de Computadors - Ponències/Comunicacions de congressos [1.684]
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