Aprendizaje automático para el análisis de tráfico de datos en la detección de fallas en redes de telecomunicaciones, 2024

This work applies machine learning to anticipate failures in telecom links using 2024 traffic between Ventanas and nearby sites in Los Ríos. A 30-minute look-ahead failure label was built from Link Downs logs or, when absent, from sharp throughput drops (total_bps). Feature selection removed leakage...

• Yazar: Vaca Vargas, David Adrián (author)
• Materyal Türü: masterThesis
• Dil: spa
• Baskı/Yayın Bilgisi: 2025
• Konular: Tráfico de red; Aprendizaje automático; Modelos supervisados; Detección de anomalías
• Online Erişim: https://repositorio.uteq.edu.ec/handle/43000/8808