FIELD PROGRAMMABLE GATE ARRAY SYSTEM AND METHOD FOR PROCESSING BIG DATA BASED ON R LANGUAGE

摘要

Disclosed are a field programmable gate array (FPGA) system and a method for processing big data based on an R language. The FPGA system includes an R language / FPGA dedicated interface module and an FPGA processing module. The R language / FPGA dedicated interface module includes: an R language interface unit for receiving the input of an R language-based code and data from an R language processing device for processing big data, and transmitting FPGA processing data to the R language processing device by an FPGA operation; a code analysis / data classifying unit for analyzing the R language-based code received from the R language interface unit, for classifying FPGA classification data to be subjected to hardware operation among the input data, for receiving the FPGA processing data corresponding to an FPGA operation value of the classified FPGA classification data, and for transmitting the FPGA processing data to the R language interface unit; and an FPGA interface unit for transmitting the FPGA classification data classified by the code analysis / data classification unit, for receiving the FPGA processing data corresponding to the FPGA operation value of the FPGA classification data, and for transmitting the received FPGA processing data to the code analysis / data classifying unit. The FPGA processing module performs the FPGA operation on the FPGA classification data received from the FPGA interface unit, calculates the FPGA processing data, and transmits the calculated FPGA processing data to the FPGA interface unit.