Menuka Perera Jayasuriya Kuranage

According to our database, Menuka Perera Jayasuriya Kuranage authored at least 7 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

End-to-End AI Lifecycle Management for 6G: Bridging DataOps and MLOps.

Menuka Perera Jayasuriya Kuranage, Mazene Ameur, Abdelkader Mekrache, Adlen Ksentini

IEEE Netw. Lett., 2026

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

PhD thesis, 2024

CPU throttling-aware AI-based autoscaling for Kubernetes.

Menuka Perera Jayasuriya Kuranage, Elisabeth Hanser, Ahmed Bouabdallah, Loutfi Nuaymi, Philippe Bertin

Proceedings of the 35th IEEE International Symposium on Personal, 2024

2023

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

Proceedings of the 12th IEEE International Conference on Cloud Networking, 2023

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

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

Proceedings of the 8th IEEE International Conference on Network Softwarization, 2022

2019

Network Traffic Classification Using Machine Learning for Software Defined Networks.

Menuka Perera Jayasuriya Kuranage, Kandaraj Piamrat, Salima Hamma

Proceedings of the Machine Learning for Networking, 2019