Double Level Code Scanning Leveraging Network virtualization and Machine Learning to Mitigate Memory Starvation Risks and Insecure Programming
Thikra Alibrahim,
Saloua Hendaoui
Abstract:In this study, we investigate the role of software-defined networking (SDN) controller on memory usage, system stability, and performance in cloud computing networks, with a specific focus on the deployment of machine learning techniques. The SDN controller utilizes machine learning algorithms to dynamically detect and block vulnerable and memory-intensive cloudlet codes. The results demonstrate that the deployment of machine learning in the SDN controller significantly improves resource allocation, mitigates … Show more
Set email alert for when this publication receives citations?
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.