Predictive resource allocation and VNF deployment using ensemble learning

S Dubba, S Gupta, BR Killi - Multimedia Tools and Applications, 2024 - Springer
Network function virtualization allows the implementation of network services on readily
available commercial off-the-shelf servers. A primary obstacle is efficiently, autonomously …

A graphical deep learning technique-based VNF dependencies for multi resource requirements prediction in virtualized environments

A Bellili, N Kara - Computing, 2024 - Springer
With recent developments in cloud computing, massive unplanned traffic loads are
submitted to cloud platforms. High traffic load variations lead to uncertainty in resource …