Development of Advanced Edge Computing Framework using Rich Client Devices

An idea of edge computing becomes popular as the data can be processed in the vicinity of client IoT devices. Since the performance of client devices is not high, they only collect the data and send them to the edge server to process. Due to the data transfer cost and privacy matters, it is desirable to analyze the data within the client device as much as possible. Thus, we focus on a smartphone that is a typical and very popular rich client device. Performance of some types of smartphone is surprisingly high, and it is advanced greatly year by year. In this paper, we propose a framework to analyze data and make use of them inside the Android terminal. Since we already have investigated into the development of elaborative software executed inside Android kernel, and we also have investigated into the deep learning analysis using data obtained from Android terminal, the proposed framework can be realized by utilizing the result of such research works.