Apparatus and Method of managing Mobile device memory for analyzing a user utilization pattern by a neural network algorithm to predict a next application

摘要

The present invention is a technology for calculating the execution probability of a next application by analyzing a user usage pattern with a neural network algorithm, and managing the loading of an application in the main memory based on this, the memory management apparatus according to an embodiment occurs for each user in a mobile device. A usage pattern collection unit that collects the collected usage pattern data, an analysis processing unit that analyzes the collected usage pattern data through machine learning to calculate an execution probability for an application to be executed, and the calculated execution probability, the main It may include a control unit for managing application loading in the memory.