Automated Machine Learning (Auto ML) in Network and Service Management: Overview and Significance

Abstract: Automated Machine Learning (Auto ML) is transforming network and service management by making it easier to apply machine learning methods to intricate network settings. In order to facilitate quicker deployment and more effective network operations, auto ML platforms automate a number of machine learning workflow processes, including as data pretreatment, model selection, and hyperparameter customization.