Preprocessing at Application Nodes for Reduction of Data Transmission in Edge Computing
Donguk Kim, Chanhwi Roh, Donkyu Baek · 2023
Existing edge computing collects data from applications and transmits it to edge nodes. However, as the amount of data transmission increases, the network burden also increases. The goal of this paper is to reduce the amount of data transmission via preprocessing after collecting data in applications. Rather than simply transmitting whole data to the edge node, the data is preprocessed in application node, and only meaningful data is sent to the edge nodes. As a result, the amount of transmission data is reduced under low data quality loss.