GPU Real-Time Big Data Stream Processing Using GPU

摘要

The present invention relates to an apparatus and method for processing big data stream in real time using a GPU. In addition, according to the present invention, the apparatus comprises: a collection unit collecting video data from a plurality of big data sources and decomposing the video data into chunk using spark streaming of following data nodes; a load balancing server distributing the chunk of video data corresponding to a plurality of following data nodes to perform load balancing; a plurality of data nodes mounting a GPU and Apache Spark to perform distributed parallel processing on the video data in real time; and a decision-making unit making a decision based on a result generated by the data nodes.