Membrane Models in Big Data Process on GPU-accelerating Systems

With the development of computer science and technology and the further progress of IC fabrication, GPU-accelerating computer systems are more and more widely used to provide higher performance on HPCs(High Performance Computers) and even regular desktop and laptop computers. Almost the same time, the Internet era and the rise of mobile Internet produced PBs of data. Bulk data are useless until carefully chosen, filtered, and analyzed, so that Big Data became a million class business very soon. Using the higher and more parallel GPU computing resources to solve the problems in current Big Data is a new field. In this paper a model based on membrane computing to process big data is proposed to explain the link between big data and GPU-acceleration.