Network Traffic Classification Using Machine Learning for Software Defined Networks. - Menuka Perera Jayasuriya Kuranage; Kandaraj Piamrat; Salima Hamma (MLN, 2019)

Deep learning based resource forecasting for 5G core network scaling in Kubernetes environment. - Menuka Perera Jayasuriya Kuranage; Loutfi Nuaymi; Ahmed Bouabdallah; Thomas Ferrandiz; Philippe Bertin (NetSoft, 2022)

Network traffic analysis using machine learning: an unsupervised approach to understand and slice your network. - Ons Aouedi; Kandaraj Piamrat; Salima Hamma; Menuka Perera Jayasuriya Kuranage (Ann. des Télécommunications, 2022)

AI-assisted proactive scaling solution for CNFs deployed in Kubernetes. - Menuka Perera Jayasuriya Kuranage; Elisabeth Hanser; Loutfi Nuaymi; Ahmed Bouabdallah; Philippe Bertin; Anwer Al-Dulaimi (CloudNet, 2023)

CPU throttling-aware AI-based autoscaling for Kubernetes. - Menuka Perera Jayasuriya Kuranage; Elisabeth Hanser; Ahmed Bouabdallah; Loutfi Nuaymi; Philippe Bertin (PIMRC, 2024)

AI-driven Zero-Touch solutions for resource management in cloud-native 5G networks. (Solutions Zero-Touch basées sur l'IA pour la gestion des ressources dans les réseaux 5G natifs du cloud). - Menuka Perera Jayasuriya Kuranage (2024)