CROWDSOURCING-MODE-BASED ANALYSIS METHOD FOR UTILIZATION OF WIRELESS NETWORK RESOURCES BY MOBILE Apps

摘要

A crowdsourcing-mode-based analysis method for utilization of wireless network resources by mobile applications (Apps) includes the following steps. Behavior characteristic data of each type of mobile App is collected by using a data collection tool, which is installed on a mobile client and based on a crowdsourcing technology and an analysis algorithm located on a cloud server, and using a machine learning algorithm targeted to the behavior characteristic data. A three-stage two-layer associated mapping model is established among a characteristic behavior of the mobile application, wireless network traffic, and wireless network resources, and quantitatively analyzing, in a time dimension, how each mobile application service in a mobile communications network consumes wireless resources in a cell.